% alzhub.org library filter
% Source: https://alzhub.org/research?access=free&about=digital-tools
% 500 entries, in the order the page lists them. Built from alzhub.org's own records.
% 0 entries have no readable author in the source record and carry no author field.

@article{elsappagh2021-33514817,
  author  = {El-Sappagh, S. and Alonso, J. M. and Islam, S. M. R. and Sultan, A. M. and Kwak, K. S.},
  title   = {{A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer's disease}},
  journal = {Scientific reports},
  year    = {2021},
  doi     = {10.1038/s41598-021-82098-3},
  pmid    = {33514817},
  url     = {https://doi.org/10.1038/s41598-021-82098-3}
}

@article{sun2026-41854616,
  author  = {Sun, Haoqi and Milton, Sasha and Fang, Yi and Taha, Hash Brown and Shiju, Shreya and Thomas, Robert J and Ganglberger, Wolfgang and Pase, Matthew P and others},
  title   = {{Machine Learning-Based Sleep Electroencephalographic Brain Age Index and Dementia Risk: An Individual Participant Data Meta-Analysis}},
  journal = {JAMA network open},
  year    = {2026},
  doi     = {10.1001/jamanetworkopen.2026.1521},
  pmid    = {41854616},
  url     = {https://doi.org/10.1001/jamanetworkopen.2026.1521}
}

@article{xue2024-38965435,
  author  = {Xue, C. and Kowshik, S. S. and Lteif, D. and Puducheri, S. and Jasodanand, V. H. and Zhou, O. T. and Walia, A. S. and Guney, O. B. and others},
  title   = {{AI-based differential diagnosis of dementia etiologies on multimodal data}},
  journal = {Nature medicine},
  year    = {2024},
  doi     = {10.1038/s41591-024-03118-z},
  pmid    = {38965435},
  url     = {https://doi.org/10.1038/s41591-024-03118-z}
}

@article{borchert2023-37563912,
  author  = {Borchert, R. J. and Azevedo, T. and Badhwar, A. and Bernal, J. and Betts, M. and Bruffaerts, R. and Burkhart, M. C. and Dewachter, I. and others},
  title   = {{Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review}},
  journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
  year    = {2023},
  doi     = {10.1002/alz.13412},
  pmid    = {37563912},
  url     = {https://doi.org/10.1002/alz.13412}
}

@article{gates2019-30864747,
  author  = {Gates, N. J. and Vernooij, R. W. and Di Nisio, M. and Karim, S. and March, E. and Martínez, G. and Rutjes, A. W.},
  title   = {{Computerised cognitive training for preventing dementia in people with mild cognitive impairment}},
  journal = {The Cochrane database of systematic reviews},
  year    = {2019},
  doi     = {10.1002/14651858.cd012279.pub2},
  pmid    = {30864747},
  url     = {https://doi.org/10.1002/14651858.cd012279.pub2}
}

@article{ansart2021-33091740,
  author  = {Ansart, M. and Epelbaum, S. and Bassignana, G. and Bône, A. and Bottani, S. and Cattai, T. and Couronné, R. and Faouzi, J. and others},
  title   = {{Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review}},
  journal = {Medical image analysis},
  year    = {2021},
  doi     = {10.1016/j.media.2020.101848},
  pmid    = {33091740},
  url     = {https://doi.org/10.1016/j.media.2020.101848}
}

@article{wong2025-40324167,
  author  = {Wong, Duo Wai‐Chi and Wang, Jiao and Cheung, Sophia Ming-Yan and Lai, Derek Ka-Hei and Chiu, Armstrong Tat San and Pu, Dai and Cheung, James Chung‐Wai and Kwok, Timothy C. Y.},
  title   = {{Current Technological Advances in Dysphagia Screening: Systematic Scoping Review}},
  journal = {Journal of Medical Internet Research},
  year    = {2025},
  doi     = {10.2196/65551},
  pmid    = {40324167},
  url     = {https://doi.org/10.2196/65551}
}

@article{yu2022-35462001,
  author  = {Yu, C. and Sommerlad, A. and Sakure, L. and Livingston, G.},
  title   = {{Socially assistive robots for people with dementia: Systematic review and meta-analysis of feasibility, acceptability and the effect on cognition, neuropsychiatric symptoms and quality of life}},
  journal = {Ageing research reviews},
  year    = {2022},
  doi     = {10.1016/j.arr.2022.101633},
  pmid    = {35462001},
  url     = {https://doi.org/10.1016/j.arr.2022.101633}
}

@article{husebo2019-32116687,
  author  = {Husebo, B. S. and Heintz, H. L. and Berge, L. I. and Owoyemi, P. and Rahman, A. T. and Vahia, IV.},
  title   = {{Sensing Technology to Monitor Behavioral and Psychological Symptoms and to Assess Treatment Response in People With Dementia. A Systematic Review}},
  journal = {Frontiers in pharmacology},
  year    = {2019},
  doi     = {10.3389/fphar.2019.01699},
  pmid    = {32116687},
  url     = {https://doi.org/10.3389/fphar.2019.01699}
}

@article{wang2017-28284228,
  author  = {Wang, Q. and Markopoulos, P. and Yu, B. and Chen, W. and Timmermans, A.},
  title   = {{Interactive wearable systems for upper body rehabilitation: a systematic review}},
  journal = {Journal of neuroengineering and rehabilitation},
  year    = {2017},
  doi     = {10.1186/s12984-017-0229-y},
  pmid    = {28284228},
  url     = {https://doi.org/10.1186/s12984-017-0229-y}
}

@article{cheung2022-36192349,
  author  = {Cheung, C. Y. and Ran, A. R. and Wang, S. and Chan, V. T. T. and Sham, K. and Hilal, S. and Venketasubramanian, N. and Cheng, C. Y. and others},
  title   = {{A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study}},
  journal = {The Lancet. Digital health},
  year    = {2022},
  doi     = {10.1016/s2589-7500(22)00169-8},
  pmid    = {36192349},
  url     = {https://doi.org/10.1016/s2589-7500(22)00169-8}
}

@article{henschel2020-32526386,
  author  = {Henschel, L. and Conjeti, S. and Estrada, S. and Diers, K. and Fischl, B. and Reuter, M.},
  title   = {{FastSurfer - A fast and accurate deep learning based neuroimaging pipeline}},
  journal = {NeuroImage},
  year    = {2020},
  doi     = {10.1016/j.neuroimage.2020.117012},
  pmid    = {32526386},
  url     = {https://doi.org/10.1016/j.neuroimage.2020.117012}
}

@article{spooner2020-33230128,
  author  = {Spooner, A. and Chen, E. and Sowmya, A. and Sachdev, P. and Kochan, N. A. and Trollor, J. and Brodaty, H.},
  title   = {{A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction}},
  journal = {Scientific reports},
  year    = {2020},
  doi     = {10.1038/s41598-020-77220-w},
  pmid    = {33230128},
  url     = {https://doi.org/10.1038/s41598-020-77220-w}
}

@article{piau2019-31471958,
  author  = {Piau, A. and Wild, K. and Mattek, N. and Kaye, J.},
  title   = {{Current State of Digital Biomarker Technologies for Real-Life, Home-Based Monitoring of Cognitive Function for Mild Cognitive Impairment to Mild Alzheimer Disease and Implications for Clinical Care: Systematic Review}},
  journal = {Journal of medical Internet research},
  year    = {2019},
  doi     = {10.2196/12785},
  pmid    = {31471958},
  url     = {https://doi.org/10.2196/12785}
}

@article{vanderroest2017-28602027,
  author  = {Van der Roest, H. G. and Wenborn, J. and Pastink, C. and Dröes, R. M. and Orrell, M.},
  title   = {{Assistive technology for memory support in dementia}},
  journal = {The Cochrane database of systematic reviews},
  year    = {2017},
  doi     = {10.1002/14651858.cd009627.pub2},
  pmid    = {28602027},
  url     = {https://doi.org/10.1002/14651858.cd009627.pub2}
}

@article{thapa2020-32365533,
  author  = {Thapa, N. and Park, H. J. and Yang, J. G. and Son, H. and Jang, M. and Lee, J. and Kang, S. W. and Park, K. W. and others},
  title   = {{The Effect of a Virtual Reality-Based Intervention Program on Cognition in Older Adults with Mild Cognitive Impairment: A Randomized Control Trial}},
  journal = {Journal of clinical medicine},
  year    = {2020},
  doi     = {10.3390/jcm9051283},
  pmid    = {32365533},
  url     = {https://doi.org/10.3390/jcm9051283}
}

@article{abdulazeem2025-39928936,
  author  = {Abdulazeem, Hebatullah Mohamed and Nascimento, Israel Júnior Borges do and Weerasekara, Ishanka and Sharifan, Amin and Bianco, Véronique and Cunningham, Charnay and Kularathne, Indunil and Deeken, Genevieve and others},
  title   = {{Use of Digital Health Technologies for Dementia Care: Bibliometric Analysis and Report}},
  journal = {JMIR Mental Health},
  year    = {2025},
  doi     = {10.2196/64445},
  pmid    = {39928936},
  url     = {https://doi.org/10.2196/64445}
}

@article{martin2023-36735865,
  author  = {Martin, S. A. and Townend, F. J. and Barkhof, F. and Cole, J. H.},
  title   = {{Interpretable machine learning for dementia: A systematic review}},
  journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
  year    = {2023},
  doi     = {10.1002/alz.12948},
  pmid    = {36735865},
  url     = {https://doi.org/10.1002/alz.12948}
}

@article{james2021-34913981,
  author  = {James, C. and Ranson, J. M. and Everson, R. and Llewellyn, D. J.},
  title   = {{Performance of Machine Learning Algorithms for Predicting Progression to Dementia in Memory Clinic Patients}},
  journal = {JAMA network open},
  year    = {2021},
  doi     = {10.1001/jamanetworkopen.2021.36553},
  pmid    = {34913981},
  url     = {https://doi.org/10.1001/jamanetworkopen.2021.36553}
}

@article{lee2019-30760848,
  author  = {Lee, G. and Nho, K. and Kang, B. and Sohn, K. A. and Kim, D. and {for Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Predicting Alzheimer's disease progression using multi-modal deep learning approach}},
  journal = {Scientific reports},
  year    = {2019},
  doi     = {10.1038/s41598-018-37769-z},
  pmid    = {30760848},
  url     = {https://doi.org/10.1038/s41598-018-37769-z}
}

@article{grueso2021-34583745,
  author  = {Grueso, S. and Viejo-Sobera, R.},
  title   = {{Machine learning methods for predicting progression from mild cognitive impairment to Alzheimer's disease dementia: a systematic review}},
  journal = {Alzheimer's research \& therapy},
  year    = {2021},
  doi     = {10.1186/s13195-021-00900-w},
  pmid    = {34583745},
  url     = {https://doi.org/10.1186/s13195-021-00900-w}
}

@article{wilson2022-35243008,
  author  = {Wilson, S. A. and Byrne, P. and Rodgers, S. E. and Maden, M.},
  title   = {{A Systematic Review of Smartphone and Tablet Use by Older Adults With and Without Cognitive Impairment}},
  journal = {Innovation in aging},
  year    = {2022},
  doi     = {10.1093/geroni/igac002},
  pmid    = {35243008},
  url     = {https://doi.org/10.1093/geroni/igac002}
}

@article{heffernan2019-30475762,
  author  = {Heffernan, M. and Andrews, G. and Fiatarone Singh, M. A. and Valenzuela, M. and Anstey, K. J. and Maeder, A. J. and McNeil, J. and Jorm, L. and others},
  title   = {{Maintain Your Brain: Protocol of a 3-Year Randomized Controlled Trial of a Personalized Multi-Modal Digital Health Intervention to Prevent Cognitive Decline Among Community Dwelling 55 to 77 Year Olds}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2019},
  doi     = {10.3233/jad-180572},
  pmid    = {30475762},
  url     = {https://doi.org/10.3233/jad-180572}
}

@article{racine2021-33078300,
  author  = {Racine, A. M. and Tommet, D. and D'Aquila, M. L. and Fong, T. G. and Gou, Y. and Tabloski, P. A. and Metzger, E. D. and Hshieh, T. T. and others},
  title   = {{Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients}},
  journal = {Journal of general internal medicine},
  year    = {2021},
  doi     = {10.1007/s11606-020-06238-7},
  pmid    = {33078300},
  url     = {https://doi.org/10.1007/s11606-020-06238-7}
}

@article{scullin2022-34786698,
  author  = {Scullin, M. K. and Jones, W. E. and Phenis, R. and Beevers, S. and Rosen, S. and Dinh, K. and Kiselica, A. and Keefe, F. J. and others},
  title   = {{Using smartphone technology to improve prospective memory functioning: A randomized controlled trial}},
  journal = {Journal of the American Geriatrics Society},
  year    = {2022},
  doi     = {10.1111/jgs.17551},
  pmid    = {34786698},
  url     = {https://doi.org/10.1111/jgs.17551}
}

@article{grzybowski2024-38913289,
  author  = {Grzybowski, A. and Jin, K. and Zhou, J. and Pan, X. and Wang, M. and Ye, J. and Wong, T. Y.},
  title   = {{Retina Fundus Photograph-Based Artificial Intelligence Algorithms in Medicine: A Systematic Review}},
  journal = {Ophthalmology and therapy},
  year    = {2024},
  doi     = {10.1007/s40123-024-00981-4},
  pmid    = {38913289},
  url     = {https://doi.org/10.1007/s40123-024-00981-4}
}

@article{nguyen2020-32763427,
  author  = {Nguyen, M. and He, T. and An, L. and Alexander, D. C. and Feng, J. and Yeo, B. T. T. and {Alzheimer's Disease Neuroimaging Initiative}},
  title   = {{Predicting Alzheimer's disease progression using deep recurrent neural networks}},
  journal = {NeuroImage},
  year    = {2020},
  doi     = {10.1016/j.neuroimage.2020.117203},
  pmid    = {32763427},
  url     = {https://doi.org/10.1016/j.neuroimage.2020.117203}
}

@article{bateman2017-28855146,
  author  = {Bateman, D. R. and Srinivas, B. and Emmett, T. W. and Schleyer, T. K. and Holden, R. J. and Hendrie, H. C. and Callahan, C. M.},
  title   = {{Categorizing Health Outcomes and Efficacy of mHealth Apps for Persons With Cognitive Impairment: A Systematic Review}},
  journal = {Journal of medical Internet research},
  year    = {2017},
  doi     = {10.2196/jmir.7814},
  pmid    = {28855146},
  url     = {https://doi.org/10.2196/jmir.7814}
}

@article{saif2020-32665410,
  author  = {Saif, N. and Niotis, K. and Dominguez, M. and Hodes, J. F. and Woodbury, M. and Amini, Y. and Sadek, G. and Scheyer, O. and others},
  title   = {{Education Research: Online Alzheimer education for high school and college students: A randomized controlled trial}},
  journal = {Neurology},
  year    = {2020},
  doi     = {10.1212/wnl.0000000000009859},
  pmid    = {32665410},
  url     = {https://doi.org/10.1212/wnl.0000000000009859}
}

@article{moyle2018-29563027,
  author  = {Moyle, W. and Jones, C. and Murfield, J. and Thalib, L. and Beattie, E. and Shum, D. and O'Dwyer, S. and Mervin, M. C. and others},
  title   = {{Effect of a robotic seal on the motor activity and sleep patterns of older people with dementia, as measured by wearable technology: A cluster-randomised controlled trial}},
  journal = {Maturitas},
  year    = {2018},
  doi     = {10.1016/j.maturitas.2018.01.007},
  pmid    = {29563027},
  url     = {https://doi.org/10.1016/j.maturitas.2018.01.007}
}

@article{cote2020-33505979,
  author  = {Cote, A. C. and Phelps, R. J. and Kabiri, N. S. and Bhangu, J. S. and Thomas, K. K.},
  title   = {{Evaluation of Wearable Technology in Dementia: A Systematic Review and Meta-Analysis}},
  journal = {Frontiers in medicine},
  year    = {2020},
  doi     = {10.3389/fmed.2020.501104},
  pmid    = {33505979},
  url     = {https://doi.org/10.3389/fmed.2020.501104}
}

@article{irazoki2020-32373018,
  author  = {Irazoki, E. and Contreras-Somoza, L. M. and Toribio-Guzmán, J. M. and Jenaro-Río, C. and van der Roest, H. and Franco-Martín, M. A.},
  title   = {{Technologies for Cognitive Training and Cognitive Rehabilitation for People With Mild Cognitive Impairment and Dementia. A Systematic Review}},
  journal = {Frontiers in psychology},
  year    = {2020},
  doi     = {10.3389/fpsyg.2020.00648},
  pmid    = {32373018},
  url     = {https://doi.org/10.3389/fpsyg.2020.00648}
}

@article{lanoiselee2017-28350801,
  author  = {Lanoiselée, H. M. and Nicolas, G. and Wallon, D. and Rovelet-Lecrux, A. and Lacour, M. and Rousseau, S. and Richard, A. C. and Pasquier, F. and others},
  title   = {{APP, PSEN1, and PSEN2 mutations in early-onset Alzheimer disease: A genetic screening study of familial and sporadic cases}},
  journal = {PLoS medicine},
  year    = {2017},
  doi     = {10.1371/journal.pmed.1002270},
  pmid    = {28350801},
  url     = {https://doi.org/10.1371/journal.pmed.1002270}
}

@article{boriani2025-39855632,
  author  = {Boriani, Giuseppe and Mei, Davide Antonio and Lip, Gregory Y.H. and {ARISTOTELES consortium}},
  title   = {{A European-Multicenter Network for the Implementation of Artificial Intelligence to Manage Complexity and Comorbidities of Atrial Fibrillation Patients: The ARISTOTELES Consortium}},
  journal = {Thrombosis and Haemostasis},
  year    = {2025},
  doi     = {10.1055/a-2508-5708},
  pmid    = {39855632},
  url     = {https://doi.org/10.1055/a-2508-5708}
}

@article{hartin2016-27485822,
  author  = {Hartin, P. J. and Nugent, C. D. and McClean, S. I. and Cleland, I. and Tschanz, J. T. and Clark, C. J. and Norton, M. C.},
  title   = {{The Empowering Role of Mobile Apps in Behavior Change Interventions: The Gray Matters Randomized Controlled Trial}},
  journal = {JMIR mHealth and uHealth},
  year    = {2016},
  doi     = {10.2196/mhealth.4878},
  pmid    = {27485822},
  url     = {https://doi.org/10.2196/mhealth.4878}
}

@article{qiu2020-32357201,
  author  = {Qiu, S. and Joshi, P. S. and Miller, M. I. and Xue, C. and Zhou, X. and Karjadi, C. and Chang, G. H. and Joshi, A. S. and others},
  title   = {{Development and validation of an interpretable deep learning framework for Alzheimer's disease classification}},
  journal = {Brain : a journal of neurology},
  year    = {2020},
  doi     = {10.1093/brain/awaa137},
  pmid    = {32357201},
  url     = {https://doi.org/10.1093/brain/awaa137}
}

@article{tsoy2021-34101783,
  author  = {Tsoy, E. and Zygouris, S. and Possin, K. L.},
  title   = {{Current State of Self-Administered Brief Computerized Cognitive Assessments for Detection of Cognitive Disorders in Older Adults: A Systematic Review}},
  journal = {The journal of prevention of Alzheimer's disease},
  year    = {2021},
  doi     = {10.14283/jpad.2021.11},
  pmid    = {34101783},
  url     = {https://doi.org/10.14283/jpad.2021.11}
}

@article{dilorito2022-35588315,
  author  = {Di Lorito, C. and Bosco, A. and Rai, H. and Craven, M. and McNally, D. and Todd, C. and Booth, V. and Cowley, A. and others},
  title   = {{A systematic literature review and meta-analysis on digital health interventions for people living with dementia and Mild Cognitive Impairment}},
  journal = {International journal of geriatric psychiatry},
  year    = {2022},
  doi     = {10.1002/gps.5730},
  pmid    = {35588315},
  url     = {https://doi.org/10.1002/gps.5730}
}

@article{blanco2023-37838690,
  author  = {Blanco, K. and Salcidua, S. and Orellana, P. and Sauma-Pérez, T. and León, T. and Steinmetz, L. C. L. and Ibañez, A. and Duran-Aniotz, C. and others},
  title   = {{Systematic review: fluid biomarkers and machine learning methods to improve the diagnosis from mild cognitive impairment to Alzheimer's disease}},
  journal = {Alzheimer's research \& therapy},
  year    = {2023},
  doi     = {10.1186/s13195-023-01304-8},
  pmid    = {37838690},
  url     = {https://doi.org/10.1186/s13195-023-01304-8}
}

@article{govindarajan2025-40108173,
  author  = {Govindarajan, Sindhuja Tirumalai and Mamourian, Elizabeth and Erus, Güray and Abdulkadir, Ahmed and Melhem, Randa and Doshi, Jimit J. and Pomponio, Raymond and Tosun, Duygu and others},
  title   = {{Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals}},
  journal = {Nature Communications},
  year    = {2025},
  doi     = {10.1038/s41467-025-57867-7},
  pmid    = {40108173},
  url     = {https://doi.org/10.1038/s41467-025-57867-7}
}

@article{javeed2023-36720727,
  author  = {Javeed, A. and Dallora, A. L. and Berglund, J. S. and Ali, A. and Ali, L. and Anderberg, P.},
  title   = {{Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions}},
  journal = {Journal of medical systems},
  year    = {2023},
  doi     = {10.1007/s10916-023-01906-7},
  pmid    = {36720727},
  url     = {https://doi.org/10.1007/s10916-023-01906-7}
}

@article{djabelkhir2017-29200836,
  author  = {Djabelkhir, L. and Wu, Y. H. and Vidal, J. S. and Cristancho-Lacroix, V. and Marlats, F. and Lenoir, H. and Carno, A. and Rigaud, A. S.},
  title   = {{Computerized cognitive stimulation and engagement programs in older adults with mild cognitive impairment: comparing feasibility, acceptability, and cognitive and psychosocial effects}},
  journal = {Clinical interventions in aging},
  year    = {2017},
  doi     = {10.2147/cia.s145769},
  pmid    = {29200836},
  url     = {https://doi.org/10.2147/cia.s145769}
}

@article{lee2021-33947391,
  author  = {Lee, S. and Zhou, J. and Wong, W. T. and Liu, T. and Wu, W. K. K. and Wong, I. C. K. and Zhang, Q. and Tse, G.},
  title   = {{Glycemic and lipid variability for predicting complications and mortality in diabetes mellitus using machine learning}},
  journal = {BMC endocrine disorders},
  year    = {2021},
  doi     = {10.1186/s12902-021-00751-4},
  pmid    = {33947391},
  url     = {https://doi.org/10.1186/s12902-021-00751-4}
}

@article{lee2018-29515131,
  author  = {Lee, J. S. and Kim, C. and Shin, J. H. and Cho, H. and Shin, D. S. and Kim, N. and Kim, H. J. and Kim, Y. and others},
  title   = {{Machine Learning-based Individual Assessment of Cortical Atrophy Pattern in Alzheimer's Disease Spectrum: Development of the Classifier and Longitudinal Evaluation}},
  journal = {Scientific reports},
  year    = {2018},
  doi     = {10.1038/s41598-018-22277-x},
  pmid    = {29515131},
  url     = {https://doi.org/10.1038/s41598-018-22277-x}
}

@article{spasov2019-30654174,
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  title   = {{Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning}},
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  title   = {{Longitudinal Remote Sleep and Cognitive Research in Older Adults With Mild Cognitive Impairment and Dementia: Prospective Feasibility Cohort Study}},
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@article{habbal2025-7806eb08,
  author  = {Habbal, Saadeddine and Mian, Maamoon and Imam, Musa and Tahiri, Jihane and Amor, Adam and Reddy, P. Hemachandra},
  title   = {{Harnessing artificial intelligence for transforming dementia care: Innovations in early detection and treatment}},
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  year    = {2025},
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@article{cho2025-40537959,
  author  = {Cho, Hannah and Cho, Emma and You, Sang Bin and Sefcik, Justine S. and Hodgson, Nancy A. and Demiris, George},
  title   = {{Understanding Digital Literacy of Persons With Dementia and Their Caregivers: A Scoping Review and an Evolutionary Concept Analysis of Empirical Studies}},
  journal = {Journal of Applied Gerontology},
  year    = {2025},
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}

@article{price2025-41022373,
  author  = {Price, Mollie Louise and Surr, Claire and Gough, Brendan and Howe, David M. and Ashley, Laura},
  title   = {{The Provision of Social Support in an Online Support Forum for Caregivers of People With Comorbid Dementia and Cancer: Content Analysis Study}},
  journal = {JMIR Cancer},
  year    = {2025},
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}

@article{zanola2025-40752516,
  author  = {Zanola, Andrea and Tshimanga, Louis Fabrice and Del Pup, Federico and Baiesi, Marco and Atzori, Manfredo},
  title   = {{xEEGNet: towards explainable AI in EEG dementia classification}},
  journal = {Journal of Neural Engineering},
  year    = {2025},
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}

@article{wang2025-e4e6321c,
  author  = {Wang, Hongyuan and Toumaj, Shiva and Heidari, Arash and Souri, Alireza and Navimipour, Nima Jafari and Jiang, Yiping},
  title   = {{Neurodegenerative disorders: A Holistic study of the explainable artificial intelligence applications}},
  journal = {Engineering Applications of Artificial Intelligence},
  year    = {2025},
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@article{ali2025-40670451,
  author  = {Ali, Zainab Hassan and Hassan, Esraa and Elgamal, Shimaa and El-Rashidy, Nora Mahmoud},
  title   = {{Developing an explainable machine learning and fog computing-based visual rating scale for the prediction of dementia progression}},
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}

@article{kang2025-40550119,
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  title   = {{Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach}},
  journal = {Journal of Medical Internet Research},
  year    = {2025},
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@article{patrascu2025-40247335,
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  title   = {{The story of pain in people with dementia: a rationale for digital measures}},
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@article{sirinimnualkul2026-0b24ddbe,
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  title   = {{Presenilin-1 Familial Alzheimer Mutations Impair γ-Secretase Cleavage of APP Through Stabilized Enzyme–Substrate Complex Formation}},
  journal = {Biomolecules},
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@article{choi2025-40592207,
  author  = {Choi, Jae-Won and Im, Joo Young and Balakrishnan, Rengasamy},
  title   = {{Paeoniflorin exercise-mimetic potential regulates the Nrf2/HO-1/BDNF/CREB and APP/BACE-1/NF-κB/MAPK signaling pathways to reduce cognitive impairments and neuroinflammation in amnesic mouse model}},
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@article{lahr2025-40218764,
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  title   = {{Ethics of Sensor-Based Surveillance of People with Dementia in Clinical Practice}},
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@article{scheffer2025-40400304,
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  title   = {{In-Home Assistive Technology May Help Protect Dementia Caregivers from Declining Sleep Efficiency: A Randomized Control Trial}},
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}

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@article{wang2024-38476485,
  author  = {Wang, Nianyang and Seale, Melvin and Chen, Jie},
  title   = {{Availability and use of telehealth services among patients with ADRD enrolled in traditional Medicare vs. Medicare advantage during the COVID-19 pandemic}},
  journal = {Frontiers in Public Health},
  year    = {2024},
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@article{yasin2025-40128451,
  author  = {Yasin, Elham Tahsin and Erturk, Mediha and Taşsöker, Melek and Köklü, Murat},
  title   = {{Automatic mandibular third molar and mandibular canal relationship determination based on deep learning models for preoperative risk reduction}},
  journal = {Clinical Oral Investigations},
  year    = {2025},
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@article{howard2025-40536945,
  author  = {Howard, Calvin and Johnson, Amy M and Peedicail, Joseph Samuel and Ng, Marcus},
  title   = {{The Rapid Online Cognitive Assessment for the Detection of Neurocognitive Disorder: Open-Label Study}},
  journal = {Journal of Medical Internet Research},
  year    = {2025},
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@article{alsubai2025-40612575,
  author  = {Alsubai, Shtwai and Ojo, Stephen and Nathaniel, Thomas I. and Ayari, Mohamed Arselene and Baili, Jamel and Almadhor, Ahmad S. and Hejaili, Abdullah Al},
  title   = {{Transfer deep learning and explainable AI framework for brain tumor and Alzheimer's detection across multiple datasets}},
  journal = {Frontiers in Medicine},
  year    = {2025},
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  pmid    = {40612575},
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@article{shi2026-a7ab09d0,
  author  = {Shi, Jiayue Melissa and Yoo, Dong Whi and Wang, Keran and Rodriguez, Violeta J. and Karkar, Ravi and Saha, Koustuv},
  title   = {{Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers}},
  journal = {ACM Transactions on Computing for Healthcare},
  year    = {2026},
  doi     = {10.1145/3803549},
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@article{atefi2025-40145681,
  author  = {Atefi, Golnaz and van Knippenberg, Rosalia J. M. and Bartels, Sara Laureen and Losada‐Baltar, Andrés and Márquez‐González, María and Verhey, Frans R.J. and de Vugt, Marjolein Elizabeth},
  title   = {{Preliminary efficacy of an online intervention based on Acceptance and Commitment Therapy for family caregivers of people with dementia: a feasibility study}},
  journal = {Cognitive Behaviour Therapy},
  year    = {2025},
  doi     = {10.1080/16506073.2025.2477600},
  pmid    = {40145681},
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}

@article{fabius2025-40302029,
  author  = {Fabius, Chanee D. and Chen, Jie and Coe, Norma B. and Drabo, Emmanuel Fulgence and Fashaw‐Walters, Shekinah A. and Rivera‐Hernandez, Maricruz and Sadarangani, Tina R.},
  title   = {{Leveraging data, technology, and policy to address disparities for persons living with Alzheimer's disease and Alzheimer's disease related dementias}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz.70186},
  pmid    = {40302029},
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}

@article{cohen2025-40457744,
  author  = {Cohen, Inessa and Taylor, Richard Andrew and Xue, Haipeng and Faustino, Isaac V. and Festa, Natalia and Brandt, Cynthia and Gao, Emily and Han, Ling and others},
  title   = {{Detection of emergency department patients at risk of dementia through artificial intelligence}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz.70334},
  pmid    = {40457744},
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}

@article{martin2026-41626721,
  author  = {Martin, Sophie and Zhao, An and Qu, Jiongqi and Imms, Phoebe E. and Irimia, Andrei and Barkhof, Frederik and Cole, James Howard and {Alzheimer's Disease Neuroimaging Initiative}},
  title   = {{Investigating the Utility of Explainable Artificial Intelligence for Neuroimaging‐Based Dementia Diagnosis and Prognosis}},
  journal = {Human Brain Mapping},
  year    = {2026},
  doi     = {10.1002/hbm.70456},
  pmid    = {41626721},
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@article{dherani2026-41491933,
  author  = {Dherani, Mukesh and Wagner, Siegfried K. and Shantsila, Eduard},
  title   = {{The role of artificial intelligence in hypertension management}},
  journal = {Current Opinion in Nephrology \& Hypertension},
  year    = {2026},
  doi     = {10.1097/mnh.0000000000001157},
  pmid    = {41491933},
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@article{wilson2025-40893385,
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  title   = {{Acceptability of wearable technology for the early detection of dementia-causing diseases: perspectives from the CODEC II cohort}},
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  year    = {2025},
  doi     = {10.1186/s44247-025-00191-3},
  pmid    = {40893385},
  url     = {https://doi.org/10.1186/s44247-025-00191-3}
}

@article{alam2026-201e064c,
  author  = {Alam, Tazin and Suchi, Jahanara and Saha, Ankita and Pathan, Fahad and Das, Aritra and Kabir, Mohsin and Mridha, M. F.},
  title   = {{Advances in Alzheimer’s disease diagnosis with machine learning and deep learning techniques: a comprehensive review}},
  journal = {Artificial Intelligence Review},
  year    = {2026},
  doi     = {10.1007/s10462-025-11476-4},
  url     = {https://doi.org/10.1007/s10462-025-11476-4}
}

@article{toffoli2025-40986851,
  author  = {Toffoli, Simone and Abbate, Carlo and Lunardini, Francesca and Corno, Edoardo and Diani, Nicholas and Gallucci, Alessia and Tomasini, Emanuele and Trimarchi, Pietro Davide and others},
  title   = {{Handwriting in Mild Cognitive Impairment: Reliability Assessment and Machine Learning–Based Screening}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/73074},
  pmid    = {40986851},
  url     = {https://doi.org/10.2196/73074}
}

@article{coles2025-40226383,
  author  = {Coles, Nathan P. and Elsheikh, Suzan and Quesnel, Agathe and Butler, Lucy and Achadu, Ojodomo J. and Islam, Meez and Kalesh, Karunakaran and Occhipinti, Annalisa and others},
  title   = {{Alpha-synuclein aggregation induces prominent cellular lipid changes as revealed by Raman spectroscopy and machine learning analysis}},
  journal = {Brain Communications},
  year    = {2025},
  doi     = {10.1093/braincomms/fcaf133},
  pmid    = {40226383},
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@article{lovdal2025-39964544,
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  title   = {{IRMA: Machine learning-based harmonization of \$\$^18\$\$F-FDG PET brain scans in multi-center studies}},
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  year    = {2025},
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  pmid    = {39964544},
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@article{guo2025-40949843,
  author  = {Guo, Alexander Y. and Laporte, John P and Singh, Kavita and Bae, Jonghyun and Bergeron, Keagan and Rouen, Alexandre and Fox, Noam and Zhang, Nathan and others},
  title   = {{Machine learning diagnosis of mild cognitive impairment using advanced diffusion MRI and CSF biomarkers}},
  journal = {Alzheimer s \& Dementia Diagnosis Assessment \& Disease Monitoring},
  year    = {2025},
  doi     = {10.1002/dad2.70182},
  pmid    = {40949843},
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}

@article{jido2025-40621318,
  author  = {Jido, Jamila Tukur and Al-Wizni, Ahmed and Aung, Su Nandar},
  title   = {{Readability of AI-Generated Patient Information Leaflets on Alzheimer’s, Vascular Dementia, and Delirium}},
  journal = {Cureus},
  year    = {2025},
  doi     = {10.7759/cureus.85463},
  pmid    = {40621318},
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}

@article{okoye2025-41442763,
  author  = {Okoye, Chukwuma and Cuffaro, Luca and Pozzi, Federico Emanuele and Ferrara, Maria Cristina and Noale, Marianna and Calciolari, Stefano and Chicco, Davide and Cincotti, Febo and others},
  title   = {{Multicomponent interventions and technologies to reduce the burden of frailty, functional, and cognitive decline: insights from the Age-It Research Program}},
  journal = {The Journals of Gerontology Series B},
  year    = {2025},
  doi     = {10.1093/geronb/gbaf186},
  pmid    = {41442763},
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@article{reed2025-41007544,
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  title   = {{Race-Specific Impact of Telehealth Advance Care Planning on Cost of Dementia: A Cost Prediction Study}},
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  year    = {2025},
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@article{zhang2025-41434031,
  author  = {Zhang, Zhang},
  title   = {{The Evaluation of Telehealth's Impact on Medicare Annual Wellness Visits and Dementia Diagnosis}},
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  year    = {2025},
  doi     = {10.1002/alz70860_107744},
  pmid    = {41434031},
  url     = {https://doi.org/10.1002/alz70860_107744}
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@article{zhang2025-41433280,
  author  = {Zhang, Zhang},
  title   = {{The Evaluation of Telehealth's Impact on Medicare Annual Wellness Visits and Dementia Diagnosis}},
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  year    = {2025},
  doi     = {10.1002/alz70863_110676},
  pmid    = {41433280},
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@article{cazzolli2025-40072711,
  author  = {Cazzolli, Carlotta and Chierici, Marco and Dallabona, Monica and Guella, Chiara and Jurman, Giuseppe},
  title   = {{Neuropsychological tests and machine learning: identifying predictors of MCI and dementia progression}},
  journal = {Aging Clinical and Experimental Research},
  year    = {2025},
  doi     = {10.1007/s40520-025-02962-4},
  pmid    = {40072711},
  url     = {https://doi.org/10.1007/s40520-025-02962-4}
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@article{wang2025-41326294,
  author  = {Wang, Liming and Glass, Jim and Kourtis, Lampros C. and Au, Rhoda},
  title   = {{Multi-modal data analysis for early detection of alzheimer’s disease and related dementias}},
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  year    = {2025},
  doi     = {10.1016/j.tjpad.2025.100399},
  pmid    = {41326294},
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@article{breithaupt2025-41314410,
  author  = {Breithaupt, Andrew G. and Tang, Alice and Paolillo, Emily W. and Bibars, Merna and Johnson, Erik C. B. and Saloner, Rowan and Possin, Katherine L. and Windon, Charles and others},
  title   = {{Review of Artificial Intelligence for Clinical Use in Alzheimer's Disease and Related Dementias}},
  journal = {Seminars in Neurology},
  year    = {2025},
  doi     = {10.1055/a-2744-9871},
  pmid    = {41314410},
  url     = {https://doi.org/10.1055/a-2744-9871}
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@article{alotaibi2025-40634463,
  author  = {Alotaibi, Shoayee Dlaim and Alharbi, Abeer A. K.},
  title   = {{Enhancing automated detection and classification of dementia in individuals with cognitive impairment using artificial intelligence techniques}},
  journal = {Scientific Reports},
  year    = {2025},
  doi     = {10.1038/s41598-025-09124-6},
  pmid    = {40634463},
  url     = {https://doi.org/10.1038/s41598-025-09124-6}
}

@article{knox2025-40291122,
  author  = {Knox, Sara and Aghamoosa, Stephanie and Heider, Paul M. and Cutty, Maxwell E. and Wright, Andrew W. E. and Scherbakov, Dmitry and Hood, Gavin and Nolin, Sara A. and others},
  title   = {{AI approaches for phenotyping Alzheimer's disease and related dementias using electronic health records}},
  journal = {Alzheimer s \& Dementia Translational Research \& Clinical Interventions},
  year    = {2025},
  doi     = {10.1002/trc2.70089},
  pmid    = {40291122},
  url     = {https://doi.org/10.1002/trc2.70089}
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@article{wenzheng2025-41237410,
  author  = {Wenzheng, Han and Agyemang, Edmund Fosu and Srivastav, Sudesh K. and Shaffer, Jeffrey G. and Kakraba, Samuel},
  title   = {{Artificial Intelligence–Enhanced Multi-Algorithm R Shiny Application for Predictive Modeling and Analytics: Case Study of Alzheimer Disease Diagnostics}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/70272},
  pmid    = {41237410},
  url     = {https://doi.org/10.2196/70272}
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@article{oh2025-41356564,
  author  = {Oh, Kyeung Mi and Hong, Sung-Soo and Beran, Krista and Song, Yeonsu and Lee, Jung‐Ah},
  title   = {{Digital Health Literacy and Self-Efficacy in Using Digital Health Resources Among Caregivers of Individuals with Alzheimer’s Disease and Related Dementias}},
  journal = {Sage Open Aging},
  year    = {2025},
  doi     = {10.1177/30495334251398089},
  pmid    = {41356564},
  url     = {https://doi.org/10.1177/30495334251398089}
}

@article{mirabian2025-39787363,
  author  = {Mirabian, Sara and Mohammadian, Fatemeh and Ganji, Zohreh and Zare, Hoda and Khalesi, Erfan Hasanpour},
  title   = {{The potential role of machine learning and deep learning in differential diagnosis of Alzheimer’s disease and FTD using imaging biomarkers: A review}},
  journal = {The Neuroradiology Journal},
  year    = {2025},
  doi     = {10.1177/19714009251313511},
  pmid    = {39787363},
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}

@article{rudini2025-e019ec09,
  author  = {Rudini, Edwin and Ernawan, Ferda},
  title   = {{Prediction of Alzheimer's Dementia Using Soft Voting Ensemble Learning with Machine Learning}},
  journal = {IJACI International Journal of Advanced Computing and Informatics},
  year    = {2025},
  doi     = {10.71129/ijaci.v1.i1.pp48-55},
  url     = {https://doi.org/10.71129/ijaci.v1.i1.pp48-55}
}

@article{coles2025-39875340,
  author  = {Coles, Nathan P. and Elsheikh, Suzan and Quesnel, Agathe and Butler, Lucy and Jennings, Claire and Tarzi, Chaimaa and Achadu, Ojodomo J. and Islam, Meez and others},
  title   = {{Molecular Insights into α-Synuclein Fibrillation: A Raman Spectroscopy and Machine Learning Approach}},
  journal = {ACS Chemical Neuroscience},
  year    = {2025},
  doi     = {10.1021/acschemneuro.4c00726},
  pmid    = {39875340},
  url     = {https://doi.org/10.1021/acschemneuro.4c00726}
}

@article{lu2025-41103521,
  author  = {Lu, Sitong and Gui, Shuang and Wang, Chunyun and Liu, Yu},
  title   = {{Combined with multimodal medical imaging and artificial intelligence for early diagnosis of Parkinson's disease}},
  journal = {Frontiers in Neurology},
  year    = {2025},
  doi     = {10.3389/fneur.2025.1650968},
  pmid    = {41103521},
  url     = {https://doi.org/10.3389/fneur.2025.1650968}
}

@article{dominke2025-40459338,
  author  = {Dominke, Clara and Schenk, Thomas and Jähn, Thomas},
  title   = {{Differentiating patients with dementia from patients with depression and healthy controls using the Cognitive Functions Dementia (CFD) test set and machine learning}},
  journal = {The Clinical Neuropsychologist},
  year    = {2025},
  doi     = {10.1080/13854046.2025.2513446},
  pmid    = {40459338},
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}

@article{liu2025-40470497,
  author  = {Liu, Huan and Huo, Qing and Li, Feng and Luo, Xu and Deng, Renli},
  title   = {{Machine learning applied to mild cognitive impairment: bibliometric and visual analysis from 2015 to 2024}},
  journal = {Frontiers in Neurology},
  year    = {2025},
  doi     = {10.3389/fneur.2025.1587441},
  pmid    = {40470497},
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}

@article{nelles2025-2bd19de5,
  author  = {Nelles, Gereon and Steinmann, T. and Stein, D. and Weil, V. and Bicu, A. and Polidori, Carlo},
  title   = {{A 12-week app-based multidomain intervention ameliorates cognitive performance in patients with mild cognitive impairment: preliminary results of the MEMODIO\_APP@CARE RCT}},
  journal = {European Psychiatry},
  year    = {2025},
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  url     = {https://doi.org/10.1192/j.eurpsy.2025.1445}
}

@article{burton2018-29422453,
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@article{au2017-29376667,
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@article{hattink2016-27444209,
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@article{xiong2025-40717480,
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  title   = {{Person-specific digital measurements of air pollutant exposure and biomarkers of Alzheimer's disease: Findings from a pilot study}},
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  year    = {2025},
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@article{khalil2025-17a12141,
  author  = {Khalil, Mounaf Asaad and Hadid, Majed and Padmanabhan, Regina and Elomri, Adel and Kerbache, Laoucine},
  title   = {{An integrated Artificial Intelligence and optimization model for operational efficiency and risk reduction in Letter of Credit examination process}},
  journal = {Decision Analytics Journal},
  year    = {2025},
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@article{convery2025-40193495,
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  title   = {{Concurrent validity, test–retest reliability, and normative properties of the ignite app: A cognitive assessment for frontotemporal dementia}},
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  year    = {2025},
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@article{chatzidimitriou2026-42022294,
  author  = {Chatzidimitriou, Electra and Styliadis, Charis and Rankin, Katherine P. and Moraitou, Despina and Ioannidis, Panagiotis and Bamidis, Panagiotis D.},
  title   = {{AI-driven magnetoencephalography biomarkers in dementia risk prediction: current evidence, challenges and future perspectives}},
  journal = {Frontiers in Dementia},
  year    = {2026},
  doi     = {10.3389/frdem.2026.1743627},
  pmid    = {42022294},
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@article{pawar2026-4f4d861f,
  author  = {Pawar, Diksha and Boaddh, Jayshree and Patidar, Prof. Rahul},
  title   = {{Longitudinal Structural MRI-Based Deep Learning And Radiomics Features For Predicting Alzheimer's Disease Progression}},
  journal = {Zenodo (CERN European Organization for Nuclear Research)},
  year    = {2026},
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@article{scerri2025-40372198,
  author  = {Scerri, Anthony and Schou‐Juul, Frederik and da Silva, Rosa Carla Gomes and Serrat, Rodrigo and Grech, Adrienne and Jarašiūnaitė–Fedosejeva, Gabija and Celdrán, Montserrat and Trypka, Elżbieta and others},
  title   = {{Ethical issues associated with assistive technologies for persons living with dementia and their caregivers – An overview of reviews}},
  journal = {Dementia},
  year    = {2025},
  doi     = {10.1177/14713012251341374},
  pmid    = {40372198},
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}

@article{ju2025-40098380,
  author  = {Ju, Eunae and Guo, Yuqing and Park, Jung In and Kim, Julie and Qu, Annie and Lee, Jung‐Ah},
  title   = {{Sleep Quality of Persons with Dementia and Family Caregivers in Korean Americans: Wearable Technology to Study the Dyadic Association}},
  journal = {Western Journal of Nursing Research},
  year    = {2025},
  doi     = {10.1177/01939459251323675},
  pmid    = {40098380},
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}

@article{di2025-40437736,
  author  = {Di, Huang and Wu, Dongjun and Moyle, Wendy},
  title   = {{Digital Dementia Education and Training for Informal Carers: A Scoping Review}},
  journal = {Journal of Clinical Nursing},
  year    = {2025},
  doi     = {10.1111/jocn.17817},
  pmid    = {40437736},
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}

@article{dai2025-ae477775,
  author  = {Dai, Jiyan and Xu, Huiyu and Chen, Tao and Huang, Tao and Liang, Weiqi and Zhang, Rui and Xu, Geng-Xin and Zhang, Zhiting and others},
  title   = {{Artificial intelligence for medicine 2025: Navigating the endless frontier}},
  journal = {The Innovation Medicine},
  year    = {2025},
  doi     = {10.59717/j.xinn-med.2025.100120},
  url     = {https://doi.org/10.59717/j.xinn-med.2025.100120}
}

@article{fernandes2025-41118658,
  author  = {Fernandes, S and Amoussou, Joëlle Rosselet and da Rocha, Carla Gomes and Perruchoud, Élodie and von Gunten, Armin and Mabire, Cédric and Verloo, Henk},
  title   = {{Using Artificial Intelligence–Based Technologies for the Early Detection of Behavioral and Psychological Symptoms of Dementia: Scoping Review}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/76074},
  pmid    = {41118658},
  url     = {https://doi.org/10.2196/76074}
}

@article{ho2025-92003020,
  author  = {Ho, Raymond H. and Hung, Kevin and Chui, Kwok Tai and Fu, Yaru and Wu, H. C.},
  title   = {{EEG-Based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning}},
  journal = {IEEE Transactions on Consumer Electronics},
  year    = {2025},
  doi     = {10.1109/tce.2025.3548303},
  url     = {https://doi.org/10.1109/tce.2025.3548303}
}

@article{kang2025-40715350,
  author  = {Kang, Sung Woo and Lee, Yunjin and Kim, Nayoung and Ok, Sang-Houn and Kim, Pilsu and Park, Ok-Hyun and Kim, Da-Mi and Jang, Yongwoo and others},
  title   = {{Beneficial effect of artificial intelligence care call on memory and depression in community dwelling individuals with dementia}},
  journal = {Scientific Reports},
  year    = {2025},
  doi     = {10.1038/s41598-025-12895-7},
  pmid    = {40715350},
  url     = {https://doi.org/10.1038/s41598-025-12895-7}
}

@article{amin2025-41383998,
  author  = {Amin, Javeria and Ali, Muhammad Umair and Islam, Muhammad Zubair and Lee, Seungwon},
  title   = {{Quantum AI for psychiatric diagnosis: enhancing dementia classification with quantum machine learning}},
  journal = {Frontiers in Psychiatry},
  year    = {2025},
  doi     = {10.3389/fpsyt.2025.1648060},
  pmid    = {41383998},
  url     = {https://doi.org/10.3389/fpsyt.2025.1648060}
}

@article{cheng2025-41145341,
  author  = {Cheng, Feixiong and Sha, Zhendong and Zhou, Yadi and Hou, Yuan and Zhang, Pengyue and Pieper, Andrew A. and Cummings, Jeffrey L.},
  title   = {{The role for artificial intelligence in identifying combination therapies for Alzheimer’s disease}},
  journal = {The Journal of Prevention of Alzheimer s Disease},
  year    = {2025},
  doi     = {10.1016/j.tjpad.2025.100366},
  pmid    = {41145341},
  url     = {https://doi.org/10.1016/j.tjpad.2025.100366}
}

@article{wei2025-41197638,
  author  = {Wei, Yixuan and Ratcliffe, John and Aarsland, Dag and Liu, Wei},
  title   = {{Aesthetic Experience in the Acceptance of Wearable Technology for People With Dementia: Critical Interpretive Synthesis}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/72082},
  pmid    = {41197638},
  url     = {https://doi.org/10.2196/72082}
}

@article{gawehns2025-94962c8b,
  author  = {Gawehns, Daniela and Portegijs, Suzanne and van Beek, Adriana Petronella Anna and van Leeuwen, Matthijs},
  title   = {{Using consumer wearables to estimate physical activity of nursing home residents with dementia}},
  journal = {Exploration of Digital Health Technologies},
  year    = {2025},
  doi     = {10.37349/edht.2025.101137},
  url     = {https://doi.org/10.37349/edht.2025.101137}
}

@article{hou2025-40616179,
  author  = {Hou, Xiaosen and Qiu, Yunjie and Li, Hui and Yan, Yan and Zhao, Dongxu and Ji, Simei and Ni, Junjun and Zhang, Jun and others},
  title   = {{Machine-learning based strategy identifies a robust protein biomarker panel for Alzheimer’s disease in cerebrospinal fluid}},
  journal = {Alzheimer s Research \& Therapy},
  year    = {2025},
  doi     = {10.1186/s13195-025-01789-5},
  pmid    = {40616179},
  url     = {https://doi.org/10.1186/s13195-025-01789-5}
}

@article{lee2025-40075889,
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  title   = {{Cornea Oculomics: A Clinical Blueprint for Extending Corneal Diagnostics and Artificial Intelligence in Systemic Health Insights}},
  journal = {Diagnostics},
  year    = {2025},
  doi     = {10.3390/diagnostics15050643},
  pmid    = {40075889},
  url     = {https://doi.org/10.3390/diagnostics15050643}
}

@article{kadem2026-72e59d9c,
  author  = {Kadem, Mason and Masri, Sarah and Innes, Anthea and Zheng, Rong},
  title   = {{Human-Centered Ambient and Wearable Sensing for Automated Monitoring in Dementia Care: A Scoping Review}},
  journal = {IEEE Internet of Things Journal},
  year    = {2026},
  doi     = {10.1109/jiot.2026.3657140},
  url     = {https://doi.org/10.1109/jiot.2026.3657140}
}

@article{shah2025-1b1a6cf1,
  author  = {Shah, Hasnain Ali and Khalil, Salman and Andberg, Sami and Koivisto, Anne Maria and Bednarik, Roman},
  title   = {{Eye tracking based detection of mild cognitive impairment: A review}},
  journal = {Information Fusion},
  year    = {2025},
  doi     = {10.1016/j.inffus.2025.103202},
  url     = {https://doi.org/10.1016/j.inffus.2025.103202}
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@article{dennis2025-41259329,
  author  = {Dennis, Anthaea-Grace Patricia and Martin, Sarah L. and Chen, Robert E. and Gerretsen, Philip and Strafella, Antonio P.},
  title   = {{Using machine learning for detection of Parkinson’s disease and mild cognitive impairment}},
  journal = {PLoS ONE},
  year    = {2025},
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  pmid    = {41259329},
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@article{draper2026-41525887,
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  title   = {{HOPS disruption impairs APP trafficking and processing, promoting exosomal secretion of APP-CTFs}},
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@article{chatterjee2025-41444444,
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  title   = {{Low CSF APP refines diagnosis for p ‐tau negative Alzheimer‐like dementia}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70856_099406},
  pmid    = {41444444},
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@article{flexman2025-41433355,
  author  = {Flexman, Jennifer A. and Ng, Jessie and Campbell, Paul A and Darwish, Rebecca Vaughan and Kane, Susan},
  title   = {{Improving Access to Dementia Care through AI‐Powered Cognitive Rehabilitation Therapy}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
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  pmid    = {41433355},
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@article{magdamo2024-b8b66aef,
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@article{rini2022-36540141,
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  title   = {{Feasibility and Acceptability of a Multidisciplinary Academic Telemedicine System for Memory Care in Response to COVID-19}},
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@article{nasb2025-81f12896,
  author  = {Nasb, Mohammad and Dayoub, Lamis and Chen, Ning},
  title   = {{Precision prevention in exercise: Integrating OMICS biomarkers and artificial intelligence for injury risk assessment}},
  journal = {Advanced Exercise and Health Science},
  year    = {2025},
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  url     = {https://doi.org/10.1016/j.aehs.2025.09.001}
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@article{shen2025-40902468,
  author  = {Shen, Mingkan and Wen, Peng Paul and Song, Bo and Li, Yan},
  title   = {{Muti-band Morlet mutual information functional connectivity for classifying Alzheimer's disease and frontotemporal dementia with a deep learning technique}},
  journal = {Computers in Biology and Medicine},
  year    = {2025},
  doi     = {10.1016/j.compbiomed.2025.111041},
  pmid    = {40902468},
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@article{scott2025-41187277,
  author  = {Scott, Julia A. and Cepukenas, Emma and HIMES, MARION and Anderson, Kennedy and Grewal, Kiren and Mai, An and Yuter, Sheila and Simone, Patricia M.},
  title   = {{Dementia Caregivers’ Perspectives on Technology’s Place in Care Practices: Mixed Methods Survey}},
  journal = {JMIR Formative Research},
  year    = {2025},
  doi     = {10.2196/69596},
  pmid    = {41187277},
  url     = {https://doi.org/10.2196/69596}
}

@article{feng2026-41892053,
  author  = {Feng, Yan and Chen, Changdong},
  title   = {{Progress in Machine Learning-Assisted Biosensors for Alzheimer’s Disease}},
  journal = {Biosensors},
  year    = {2026},
  doi     = {10.3390/bios16030161},
  pmid    = {41892053},
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@article{pablo2025-0d3ba250,
  author  = {Pablo, Víctor Gutiérrez-de and Herrero-Tudela, María and Sandonís-Fernández, Marina and Poza, Jesús and Maturana-Candelas, Aarón and Rodríguez-González, Víctor and Tola-Arribas, Miguel Ángel and Cano, Mónica and others},
  title   = {{Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer’s disease and mild cognitive impairment: A machine learning-SHAP approach}},
  journal = {Journal of Applied Biomedicine},
  year    = {2025},
  doi     = {10.1016/j.bbe.2025.05.011},
  url     = {https://doi.org/10.1016/j.bbe.2025.05.011}
}

@article{iyer2026-41751343,
  author  = {Iyer, Meghna R. and Zhao, Benjamin and He, Xin and Camacho, David and Wei, Zihan and Deng, Jennifer H. and Mitchell, Cassie S.},
  title   = {{An Artificial Intelligence-Driven Multimorbidity Framework Reveals a Shared Metabolic and Immune Core Across Alzheimer’s Disease, Amyotrophic Lateral Sclerosis, and Frontotemporal Dementia}},
  journal = {Biomedicines},
  year    = {2026},
  doi     = {10.3390/biomedicines14020444},
  pmid    = {41751343},
  url     = {https://doi.org/10.3390/biomedicines14020444}
}

@article{azizan2025-dde54faf,
  author  = {Azizan, Azliyana and Cao, Shihua and Dahlan, Akehsan and Endrini, Susi},
  title   = {{Mapping knowledge landscapes and emerging trends in digital biomarkers for dementia in older adults: A scoping and bibliometric analysis}},
  journal = {Archives of Gerontology and Geriatrics Plus},
  year    = {2025},
  doi     = {10.1016/j.aggp.2025.100148},
  url     = {https://doi.org/10.1016/j.aggp.2025.100148}
}

@article{phanphairoj2025-41684611,
  author  = {Phanphairoj, Kanjanee and Wisesrith, Wasinee and Chumwichan, Sutthisan},
  title   = {{Mapping research trends and competency domains in nursing-related digital and artificial intelligence technologies: A bibliometric analysis}},
  journal = {International Journal of Nursing Sciences},
  year    = {2025},
  doi     = {10.1016/j.ijnss.2025.12.011},
  pmid    = {41684611},
  url     = {https://doi.org/10.1016/j.ijnss.2025.12.011}
}

@article{chatterjee2026-41611206,
  author  = {Chatterjee, Kushal and Verma, Aaryamaan and Godinez, Erick and Gonzalez, Daniel Joseph and Devathu, Rahul and Alhusseini, Mahmood I. and Fazal, Muhammad and Baykaner, Tina},
  title   = {{Artificial intelligence in atrial fibrillation – Timely diagnosis, risk assessment and personalized management}},
  journal = {Indian Pacing and Electrophysiology Journal},
  year    = {2026},
  doi     = {10.1016/j.ipej.2026.01.011},
  pmid    = {41611206},
  url     = {https://doi.org/10.1016/j.ipej.2026.01.011}
}

@article{puech2026-41630648,
  author  = {Puech, Clémentine and Sadanand, Anjana and Coleman, Neil M. and Ikhane, Marilyn and Badran, Mohammad and Wang, Rong and Gozal, David and Parent, A.},
  title   = {{APP‐mediated intracellular signaling rescues sleep impairment and blood–brain barrier leakage in Alzheimer's disease mouse model}},
  journal = {Alzheimer s \& Dementia},
  year    = {2026},
  doi     = {10.1002/alz.71134},
  pmid    = {41630648},
  url     = {https://doi.org/10.1002/alz.71134}
}

@article{kapadia2026-42681024,
  author  = {Kapadia, Akshay and Schuhmann, Fabian and Daşkın, Ezgi and Walter, Jochen and Lindahl, Isabell and Rahmani, Neda and Morrema, Tjado H. J. and Rozemüller, Annemieke J.M. and others},
  title   = {{Presynaptic accumulation of APP-CTFβ may contribute to synaptic dysfunction in Alzheimer’s disease}},
  journal = {The EMBO Journal},
  year    = {2026},
  doi     = {10.1038/s44318-026-00899-6},
  pmid    = {42681024},
  url     = {https://doi.org/10.1038/s44318-026-00899-6}
}

@article{tsiakiri2025-40136773,
  author  = {Tsiakiri, Anna and Plakias, Spyridon and Vlotinou, Pinelopi and Athanasouli, Paraskevi and Terzoudi, Aikaterini and Kyriazidou, Sotiria and Serdari, Aspasia and Karakitsiou, Georgia and others},
  title   = {{Ιnnovative Health Promotion Strategies: A 6-Month Longitudinal Study on Computerized Cognitive Training for Older Adults with Minor Neurocognitive Disorders}},
  journal = {European Journal of Investigation in Health Psychology and Education},
  year    = {2025},
  doi     = {10.3390/ejihpe15030034},
  pmid    = {40136773},
  url     = {https://doi.org/10.3390/ejihpe15030034}
}

@article{wang2021-34258173,
  author  = {Wang, Nianyang and Albaroudi, Asmaa and Benjenk, Ivy and Chen, Jie},
  title   = {{Exploring hospital-based health information technology functions for patients with Alzheimer’s Disease and related Dementias}},
  journal = {Preventive Medicine Reports},
  year    = {2021},
  doi     = {10.1016/j.pmedr.2021.101459},
  pmid    = {34258173},
  url     = {https://doi.org/10.1016/j.pmedr.2021.101459}
}

@article{purushothaman2025-140465e5,
  author  = {Purushothaman, Mahesh Babu and Rotimi, Funmilayo Ebun and Samarasekara, Herath Mudiyanselage Samadhi Nayanathara and GhaffarianHoseini, Ali},
  title   = {{SMART technologies that influence construction health and safety factors risk reduction in the current digital era}},
  journal = {Smart and Sustainable Built Environment},
  year    = {2025},
  doi     = {10.1108/sasbe-09-2024-0400},
  url     = {https://doi.org/10.1108/sasbe-09-2024-0400}
}

@article{gromek2025-8cf2d0d9,
  author  = {Gromek, Paweł and Löwe, Thomas},
  title   = {{Ground robot technologies in wildfire risk reduction. The viewpoint of the fire service}},
  journal = {Progress in Disaster Science},
  year    = {2025},
  doi     = {10.1016/j.pdisas.2025.100435},
  url     = {https://doi.org/10.1016/j.pdisas.2025.100435}
}

@article{jayaprakash2025-41433750,
  author  = {Jayaprakash, Theyaneshwaran and Cornelison, Connor Lee and Powla, Plamena P. and Zhang, Lu and Fredericks, Carolyn A. and Saykin, Andrew J. and Wang, Selena},
  title   = {{Deep Learning Framework for Characterizing Tau‐PET Spatial Heterogeneity along AD Spectrum: A Self‐supervised Approach}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70862_109949},
  pmid    = {41433750},
  url     = {https://doi.org/10.1002/alz70862_109949}
}

@article{jayaprakash2025-41442629,
  author  = {Jayaprakash, Theyaneshwaran and Cornelison, Connor Lee and Powla, Plamena P. and Zhang, Lu and Fredericks, Carolyn A. and Saykin, Andrew J. and Wang, Selena},
  title   = {{Deep Learning Framework for Characterizing Tau‐PET Spatial Heterogeneity along AD Spectrum: A Self‐supervised Approach}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70856_102531},
  pmid    = {41442629},
  url     = {https://doi.org/10.1002/alz70856_102531}
}

@article{krueger2025-add89f00,
  author  = {Krueger, Joel W.},
  title   = {{Home as mind: AI extenders and affective ecologies in dementia care}},
  journal = {Synthese},
  year    = {2025},
  doi     = {10.1007/s11229-025-04923-w},
  url     = {https://doi.org/10.1007/s11229-025-04923-w}
}

@article{kaliappan2025-40324770,
  author  = {Kaliappan, Sidharth and Liu, Chunyu and Jain, Yoshee and Karkar, Ravi and Saha, Koustuv},
  title   = {{Online Communities as a Support System for Alzheimer Disease and Dementia Care: Large-Scale Exploratory Study}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/68890},
  pmid    = {40324770},
  url     = {https://doi.org/10.2196/68890}
}

@article{vilortejedor2026-42040756,
  author  = {Vilor-Tejedor, Natalia and van Vorstenbosch, Robert and Evans, Tavia E.},
  title   = {{Artificial intelligence in dementia care: challenges, controversies, and policy implications}},
  journal = {Frontiers in Dementia},
  year    = {2026},
  doi     = {10.3389/frdem.2026.1791195},
  pmid    = {42040756},
  url     = {https://doi.org/10.3389/frdem.2026.1791195}
}

@article{torabgar2025-40029608,
  author  = {Torabgar, Melika and Figeys, Mathieu and Esmail, Shaniff and Stroulia, Eleni and Rincon, Adriana Maria Rios},
  title   = {{Machine Learning Analysis of Engagement Behaviors in Older Adults With Dementia Playing Mobile Games: Exploratory Study}},
  journal = {JMIR Serious Games},
  year    = {2025},
  doi     = {10.2196/54797},
  pmid    = {40029608},
  url     = {https://doi.org/10.2196/54797}
}

@article{bono2025-41445391,
  author  = {Bono, Marta and Liu, Zhen and Van Helleputte, Nick and De Vos, Maarten and Van Den Bossche, Maarten J. A.},
  title   = {{Multimodal sensing and machine learning for continuous monitoring of agitation in dementia}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70857_101188},
  pmid    = {41445391},
  url     = {https://doi.org/10.1002/alz70857_101188}
}

@article{mukesha2025-41433352,
  author  = {Mukesha, Dany and Sarter, Maité and Dubray, Mélitine and Durand, Floris and Kul, Seval and Pham-Van, Lucas Dinh and Boutillier, Stéphanie and Sacco, Guillaume and others},
  title   = {{Metabolomic Signatures and Machine Learning Models for Distinguishing Alzheimer's Disease and Dementia with Lewy Bodies}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70863_110610},
  pmid    = {41433352},
  url     = {https://doi.org/10.1002/alz70863_110610}
}

@article{beiglary2025-41055091,
  author  = {Beiglary, Shevvaa and Feng, Yanxiao and Wang, Nan and Ardabili, Neda Ghaeili and Jao, Ying‐Ling and Liao, Yo‐Jen K and Li, Yuxin and Wang, Julian},
  title   = {{Using Wearable Sensors to Measure and Predict Personal Circadian Lighting Exposure in Nursing Home Residents: Model Development and Validation}},
  journal = {JMIR Aging},
  year    = {2025},
  doi     = {10.2196/72338},
  pmid    = {41055091},
  url     = {https://doi.org/10.2196/72338}
}

@article{alcaraz2025-41158696,
  author  = {Alcaraz, Juan Miguel Lopez and Oloyede, Ebenezer and Taylor, David and Haverkamp, Wilhelm and Strodthoff, Nils},
  title   = {{Explainable and externally validated machine learning for neurocognitive diagnosis via ECGs}},
  journal = {General Psychiatry},
  year    = {2025},
  doi     = {10.1136/gpsych-2025-102107},
  pmid    = {41158696},
  url     = {https://doi.org/10.1136/gpsych-2025-102107}
}

@article{mohapatra2026-8ea2f362,
  author  = {Mohapatra, Bijoyaa and Anaraky, Reza Ghaiumy},
  title   = {{Assistive Intelligence: A Framework for AI-Powered Technologies Across the Dementia Continuum}},
  journal = {Journal of Ageing and Longevity},
  year    = {2026},
  doi     = {10.3390/jal6010008},
  url     = {https://doi.org/10.3390/jal6010008}
}

@article{babaei2025-39980585,
  author  = {Babaei, Farnaz Ghayour and Saburi, Ehsan and Forouzanfar, Fatemeh and Asgari, Mohadese and Keshavarzi, Zakieh and Hajali, Vahid},
  title   = {{Effect of epigallocatechin-3-gallate (EGCG) on cognitive functioning and the expression of APP and BDNF in the hippocampus of rats with streptozotocin -induced Alzheimer-like disease}},
  journal = {Biochemistry and Biophysics Reports},
  year    = {2025},
  doi     = {10.1016/j.bbrep.2025.101930},
  pmid    = {39980585},
  url     = {https://doi.org/10.1016/j.bbrep.2025.101930}
}

@article{chikhradze2025-00095b0c,
  author  = {Chikhradze, A. and Kacharava, M. and Surmanidze, A. and Vashadze, Shorena},
  title   = {{About genotype and allele distributions of APP promoter single-nucleotide polymorphisms}},
  journal = {INTERNATIONAL NEUROLOGICAL JOURNAL},
  year    = {2025},
  doi     = {10.22141/2224-0713.21.3.2025.1172},
  url     = {https://doi.org/10.22141/2224-0713.21.3.2025.1172}
}

@article{gruber2025-41443645,
  author  = {Gruber, Johanna and Krieger, Joana Madeira and Jansen, Richard and Huijbers, Willem and Pistoia, Kacylia Huijbers and Gillies, Murray and Nasreddine, Ziad Samir},
  title   = {{A Usability Study of MoCA Solo, a Digital AI‐Assisted Version of the MoCA Test}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70857_097196},
  pmid    = {41443645},
  url     = {https://doi.org/10.1002/alz70857_097196}
}

@article{beers2026-41480790,
  author  = {Beers, Sonja and van Houdt, Sofie and de Groot, C.P.G.M. and de Jong, Hanne B. T. and Deckers, Kay and Waterink, Lisa and Smidt, Nynke and Oosterman, Joukje M. and others},
  title   = {{Relative validity of an online short FFQ assessing the Dutch adapted version of the Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet in older adults at risk of cognitive decline}},
  journal = {British Journal Of Nutrition},
  year    = {2026},
  doi     = {10.1017/s000711452510603x},
  pmid    = {41480790},
  url     = {https://doi.org/10.1017/s000711452510603x}
}

@article{kim2019-31723364,
  author  = {Kim, J. Y. and Suh, H. Y. and Ryoo, H. G. and Oh, D. and Choi, H. and Paeng, J. C. and Cheon, G. J. and Kang, K. W. and others},
  title   = {{Amyloid PET Quantification Via End-to-End Training of a Deep Learning}},
  journal = {Nuclear medicine and molecular imaging},
  year    = {2019},
  doi     = {10.1007/s13139-019-00610-0},
  pmid    = {31723364},
  url     = {https://doi.org/10.1007/s13139-019-00610-0}
}

@article{vestal2006-18046923,
  author  = {Vestal, L. and Smith-Olinde, L. and Hicks, G. and Hutton, T. and Hart, J.},
  title   = {{Efficacy of language assessment in Alzheimer's disease: comparing in-person examination and telemedicine}},
  journal = {Clinical interventions in aging},
  year    = {2006},
  doi     = {10.2147/ciia.2006.1.4.467},
  pmid    = {18046923},
  url     = {https://doi.org/10.2147/ciia.2006.1.4.467}
}

@article{kang2026-41584894,
  author  = {Kang, Matthew JY and Yang, Wenli and Roberts, Monica R. and Kang, Byeong Ho and Malpas, Charles Benjamin},
  title   = {{Beyond black‐box AI: Interpretable hybrid systems for dementia care}},
  journal = {Alzheimer s \& Dementia Diagnosis Assessment \& Disease Monitoring},
  year    = {2026},
  doi     = {10.1002/dad2.70236},
  pmid    = {41584894},
  url     = {https://doi.org/10.1002/dad2.70236}
}

@article{bangerter2025-40903180,
  author  = {Bangerter, Lauren R. and Fong, Allan and Zabala, Garrett and Kim, Yijung K. and Tabaie, Azade and Werner, Nicole E. and De Jonge, Karl Eric and Ratwani, Raj M.},
  title   = {{Artificial intelligence approach to optimise safety for hospitalised patients with dementia}},
  journal = {BMJ Open Quality},
  year    = {2025},
  doi     = {10.1136/bmjoq-2024-003270},
  pmid    = {40903180},
  url     = {https://doi.org/10.1136/bmjoq-2024-003270}
}

@article{rong2025-41292296,
  author  = {Rong, Xuewen and Zhang, Weijin and Luan, Shanjie and Feng, Du and Wang, Ningning and Xiao, Jingyu and He, Junyi and Liu, Jun and others},
  title   = {{Real‐world prediction of early‐onset dementia by health record data: A multi‐center machine learning study}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz.70921},
  pmid    = {41292296},
  url     = {https://doi.org/10.1002/alz.70921}
}

@article{lee2025-41229939,
  author  = {Lee, Kayoung and Wong, Joey and Wong, Karen Lok Yi and Wong, Jeffrey and Cabrera-Guerra, Javier and Singh, Riea and Fong, Arwen and Lou, Ray and others},
  title   = {{Perspectives on artificial intelligence-enabled socially assistive robots in long-term care: Experiences with LOVOT among people with dementia and family caregivers}},
  journal = {Digital Health},
  year    = {2025},
  doi     = {10.1177/20552076251393299},
  pmid    = {41229939},
  url     = {https://doi.org/10.1177/20552076251393299}
}

@article{khalid2025-41591137,
  author  = {Khalid, Muhammad Zaeem and Iqbal, Nida and Ali, Babar and Rahman, Jawwad Sami Ur and Iqbal, Saman and Almudaimeegh, Lama and Hamd, Zuhal Y. and Gareeballah, Awadia},
  title   = {{Detection and Classification of Alzheimer’s Disease Using Deep and Machine Learning}},
  journal = {Tomography},
  year    = {2025},
  doi     = {10.3390/tomography12010004},
  pmid    = {41591137},
  url     = {https://doi.org/10.3390/tomography12010004}
}

@article{sarma2025-39857095,
  author  = {Sarma, Manash and Chatterjee, Subarna},
  title   = {{Machine Learning-Based Alzheimer’s Disease Stage Diagnosis Utilizing Blood Gene Expression and Clinical Data: A Comparative Investigation}},
  journal = {Diagnostics},
  year    = {2025},
  doi     = {10.3390/diagnostics15020211},
  pmid    = {39857095},
  url     = {https://doi.org/10.3390/diagnostics15020211}
}

@article{miltiadous2026-42165009,
  author  = {Miltiadous, Andreas and Ntetska, Aimilia and Aspiotis, Vasileios and Moustakli, Efthalia and Tsipouras, Markos G. and Tzallas, Alexandros T. and Γιαννακέας, Νικόλαος and Glavas, Euripidis and others},
  title   = {{The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review}},
  journal = {Cognitive Neurodynamics},
  year    = {2026},
  doi     = {10.1007/s11571-026-10464-w},
  pmid    = {42165009},
  url     = {https://doi.org/10.1007/s11571-026-10464-w}
}

@article{fereshtehnejad2025-41048307,
  author  = {Fereshtehnejad, Seyed‐Mohammad and Keshavjee, Karim and Coyte, Peter Christopher},
  title   = {{Economic evaluation of a digital health intervention for preventing dementia in Canadians with mild cognitive impairment}},
  journal = {Frontiers in Public Health},
  year    = {2025},
  doi     = {10.3389/fpubh.2025.1631676},
  pmid    = {41048307},
  url     = {https://doi.org/10.3389/fpubh.2025.1631676}
}

@article{li2025-40993122,
  author  = {Li, Jiahang and Brenner, Martin B. and Pierides, Iro and Wessner, Barbara and Franzke, B. and Strasser, Eva-Maria and Waldherr, Steffen and Wagner, Karl‐Heinz and others},
  title   = {{Machine learning and data-driven inverse modeling of metabolomics unveil key processes of active aging}},
  journal = {npj Systems Biology and Applications},
  year    = {2025},
  doi     = {10.1038/s41540-025-00580-4},
  pmid    = {40993122},
  url     = {https://doi.org/10.1038/s41540-025-00580-4}
}

@article{coles2025-41238048,
  author  = {Coles, Nathan P. and Elsheikh, Suzan and Gouda, Alaa and Quesnel, Agathe and Butler, Lucy and Achadu, Ojodomo J. and Islam, Meez and Kalesh, Karunakaran and others},
  title   = {{A modified α-synuclein seed amplification assay in Lewy body dementia using Raman spectroscopy and machine learning analysis}},
  journal = {Journal of Neuroscience Methods},
  year    = {2025},
  doi     = {10.1016/j.jneumeth.2025.110617},
  pmid    = {41238048},
  url     = {https://doi.org/10.1016/j.jneumeth.2025.110617}
}

@article{oh2026-8b5f6fe0,
  author  = {Oh, Oonjee and Oliver, Debra Parker and Washington, Karla and Demiris, George},
  title   = {{Is there a role for artificial intelligence in end-of-life care for persons with dementia? Perspectives of and recommendations by caregivers and hospice staff}},
  journal = {Innovation in Aging},
  year    = {2026},
  doi     = {10.1093/geroni/igag105},
  url     = {https://doi.org/10.1093/geroni/igag105}
}

@article{johansson2025-41327373,
  author  = {Johansson, C. and Rodriguez-Vieitez, E. and Bluma, M. and Nennesmo, I. and Thonberg, H. and Ullgren, A. and Jelic, V. and Zetterberg, H. and others},
  title   = {{Phenotypic variability in early-onset dementia segregating with a novel APP (p.I718M) variant}},
  journal = {Alzheimer's research \& therapy},
  year    = {2025},
  doi     = {10.1186/s13195-025-01890-9},
  pmid    = {41327373},
  url     = {https://doi.org/10.1186/s13195-025-01890-9}
}

@article{cole2025-41511892,
  author  = {Cole, Keith R. and Gifford, Katherine A. and Davidson, Leslie},
  title   = {{Relationship of cognition and structured grocery shopping in older adults with and without mild cognitive impairment}},
  journal = {Alzheimer s \& Dementia},
  year    = {2025},
  doi     = {10.1002/alz70856_107505},
  pmid    = {41511892},
  url     = {https://doi.org/10.1002/alz70856_107505}
}

@article{ningthoujam2025-661d0e63,
  author  = {Ningthoujam, Avichandra Singh and Huang, Yo-Ping and Thiyagarajan, Gomathi and Sharma, Shilpa},
  title   = {{Explainable Machine Learning-Based Classification of Clinical Dementia Ratings Using a Tablet-Based Cognitive Assessment}},
  journal = {International Journal of Computational Intelligence Systems},
  year    = {2025},
  doi     = {10.1007/s44196-025-01019-8},
  url     = {https://doi.org/10.1007/s44196-025-01019-8}
}

@article{sutradhar2026-ab39e9ad,
  author  = {Sutradhar, Debopom and Rahman, Md. Abdur and Fahad, Nur Mohammad and Sakib, Sadman and Islam, A. B. M. Alim Al and Jonkman, Mirjam and Azam, Sami},
  title   = {{Investigating dementia patterns by machine learning and graph-based marker analysis for multiclass dementia diagnosis}},
  journal = {Discover Computing},
  year    = {2026},
  doi     = {10.1007/s10791-026-10153-6},
  url     = {https://doi.org/10.1007/s10791-026-10153-6}
}

@article{shawish2025-c8e26fbf,
  author  = {Shawish, Amr F. and Mohamed, shahed and Essam, Aya and Ahmed, Samia Abdel Aziz and Ahmed, Shimaa and Mohamed, Riham and Maher, Mahmoud and Kamal, Nourhan and others},
  title   = {{Leveraging Artificial Intelligence in the Diagnosis of Neurodegenerative Disorders (Alzheimer's and Dementia) and in Managing Medication Schedules"}},
  journal = {Damanhour Journal of Intelligent Systems and Informatics},
  year    = {2025},
  doi     = {10.21608/djis.2025.389085.1008},
  url     = {https://doi.org/10.21608/djis.2025.389085.1008}
}

@article{macfarlane2025-41076426,
  author  = {Macfarlane, Douglas and Dahir, Ikran and Ali, R. A. M. and Ghosalkar, Neha and Webb, Lucile M. and Ismail, Zahinoor and Medina‐Lara, Antonieta and McDermid, Joanne and others},
  title   = {{Acceptability and feasibility of a sensor-instrumented ‘SmartSocks’ wearable prototype to detect agitation in people with dementia}},
  journal = {International Psychogeriatrics},
  year    = {2025},
  doi     = {10.1016/j.inpsyc.2025.100154},
  pmid    = {41076426},
  url     = {https://doi.org/10.1016/j.inpsyc.2025.100154}
}

@article{sarma2025-e06d316e,
  author  = {Sarma, Manash and Chatterjee, Subarna},
  title   = {{‘Machine Learning’ multiclassification for stage diagnosis of Alzheimer’s disease utilizing augmented blood gene expression and feature fusion}},
  journal = {Discover Applied Sciences},
  year    = {2025},
  doi     = {10.1007/s42452-025-07237-1},
  url     = {https://doi.org/10.1007/s42452-025-07237-1}
}

@article{geng2025-40580389,
  author  = {Geng, Zhao and Yu, Zhong-Yuan and Tan, Jun and Wang, Xuan-Yue and Zeng, Gui‐Hua and Li, JL and Bai, Yu-Di and Zeng, Xiaoqin and others},
  title   = {{Cataract Aggravates Alzheimer-Like Pathologies and Cognitive Deficits in an APP/PS1 Mouse Model}},
  journal = {Neuroscience Bulletin},
  year    = {2025},
  doi     = {10.1007/s12264-025-01442-z},
  pmid    = {40580389},
  url     = {https://doi.org/10.1007/s12264-025-01442-z}
}