% alzhub.org library filter
% Source: https://alzhub.org/research?category=digital&atag=prevalence
% 143 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{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{you2022-36187723,
  author  = {You, J. and Zhang, Y. R. and Wang, H. F. and Yang, M. and Feng, J. F. and Yu, J. T. and Cheng, W.},
  title   = {{Development of a novel dementia risk prediction model in the general population: A large, longitudinal, population-based machine-learning study}},
  journal = {EClinicalMedicine},
  year    = {2022},
  doi     = {10.1016/j.eclinm.2022.101665},
  pmid    = {36187723},
  url     = {https://doi.org/10.1016/j.eclinm.2022.101665}
}

@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{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{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{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{arsenaultlapierre2023-36721162,
  author  = {Arsenault-Lapierre, G. and Bui, T. X. and Le Berre, M. and Bergman, H. and Vedel, I.},
  title   = {{Rural and urban differences in quality of dementia care of persons with dementia and caregivers across all domains: a systematic review}},
  journal = {BMC health services research},
  year    = {2023},
  doi     = {10.1186/s12913-023-09100-8},
  pmid    = {36721162},
  url     = {https://doi.org/10.1186/s12913-023-09100-8}
}

@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{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{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{maito2023-36583137,
  author  = {Maito, M. A. and Santamaría-García, H. and Moguilner, S. and Possin, K. L. and Godoy, M. E. and Avila-Funes, J. A. and Behrens, M. I. and Brusco, I. L. and others},
  title   = {{Classification of Alzheimer's disease and frontotemporal dementia using routine clinical and cognitive measures across multicentric underrepresented samples: A cross sectional observational study}},
  journal = {Lancet regional health. Americas},
  year    = {2023},
  doi     = {10.1016/j.lana.2022.100387},
  pmid    = {36583137},
  url     = {https://doi.org/10.1016/j.lana.2022.100387}
}

@article{sekhon2021-33308615,
  author  = {Sekhon, H. and Sekhon, K. and Launay, C. and Afililo, M. and Innocente, N. and Vahia, I. and Rej, S. and Beauchet, O.},
  title   = {{Telemedicine and the rural dementia population: A systematic review}},
  journal = {Maturitas},
  year    = {2021},
  doi     = {10.1016/j.maturitas.2020.09.001},
  pmid    = {33308615},
  url     = {https://doi.org/10.1016/j.maturitas.2020.09.001}
}

@article{dubois2026-41394895,
  author  = {Dubois, Kelly N. and Pal, Subhamoy and Maher, Amanda Cook and Heidebrink, Judith L. and Persad, Carol C. and Giordani, Bruno and Hampstead, Benjamin M. and Bakulski, Kelly M. and others},
  title   = {{Dementia etiology classification using NULISA plasma biomarkers and machine learning}},
  journal = {Alzheimer s \& Dementia},
  year    = {2026},
  doi     = {10.1002/alz.71603},
  pmid    = {41394895},
  url     = {https://doi.org/10.1002/alz.71603}
}

@article{harper2016-26936938,
  author  = {Harper, L. and Fumagalli, G. G. and Barkhof, F. and Scheltens, P. and O'Brien, J. T. and Bouwman, F. and Burton, E. J. and Rohrer, J. D. and others},
  title   = {{MRI visual rating scales in the diagnosis of dementia: evaluation in 184 post-mortem confirmed cases}},
  journal = {Brain : a journal of neurology},
  year    = {2016},
  doi     = {10.1093/brain/aww005},
  pmid    = {26936938},
  url     = {https://doi.org/10.1093/brain/aww005}
}

@article{neal2021-33562749,
  author  = {Neal, D. and van den Berg, F. and Planting, C. and Ettema, T. and Dijkstra, K. and Finnema, E. and Dröes, R. M.},
  title   = {{Can Use of Digital Technologies by People with Dementia Improve Self-Management and Social Participation? A Systematic Review of Effect Studies}},
  journal = {Journal of clinical medicine},
  year    = {2021},
  doi     = {10.3390/jcm10040604},
  pmid    = {33562749},
  url     = {https://doi.org/10.3390/jcm10040604}
}

@article{moon2020-32375661,
  author  = {Moon, S. and Park, K.},
  title   = {{The effect of digital reminiscence therapy on people with dementia: a pilot randomized controlled trial}},
  journal = {BMC geriatrics},
  year    = {2020},
  doi     = {10.1186/s12877-020-01563-2},
  pmid    = {32375661},
  url     = {https://doi.org/10.1186/s12877-020-01563-2}
}

@article{moguilner2021-33144220,
  author  = {Moguilner, S. and García, A. M. and Perl, Y. S. and Tagliazucchi, E. and Piguet, O. and Kumfor, F. and Reyes, P. and Matallana, D. and others},
  title   = {{Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study}},
  journal = {NeuroImage},
  year    = {2021},
  doi     = {10.1016/j.neuroimage.2020.117522},
  pmid    = {33144220},
  url     = {https://doi.org/10.1016/j.neuroimage.2020.117522}
}

@article{cleretdelangavant2018-29986849,
  author  = {Cleret de Langavant, L. and Bayen, E. and Yaffe, K.},
  title   = {{Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study}},
  journal = {Journal of medical Internet research},
  year    = {2018},
  doi     = {10.2196/10493},
  pmid    = {29986849},
  url     = {https://doi.org/10.2196/10493}
}

@article{veronese2025-40715606,
  author  = {Veronese, Nicola and Bolzetta, Francesco and Gallo, Livia and Durante, Giorgia and Vernuccio, Laura and Saccaro, Carlo and Gambino, Caterina Maria and Custodero, Carlo and others},
  title   = {{Clinical prediction models using artificial intelligence approaches in dementia}},
  journal = {Aging Clinical and Experimental Research},
  year    = {2025},
  doi     = {10.1007/s40520-025-03112-6},
  pmid    = {40715606},
  url     = {https://doi.org/10.1007/s40520-025-03112-6}
}

@article{ford2019-31791325,
  author  = {Ford, E. and Rooney, P. and Oliver, S. and Hoile, R. and Hurley, P. and Banerjee, S. and van Marwijk, H. and Cassell, J.},
  title   = {{Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches}},
  journal = {BMC medical informatics and decision making},
  year    = {2019},
  doi     = {10.1186/s12911-019-0991-9},
  pmid    = {31791325},
  url     = {https://doi.org/10.1186/s12911-019-0991-9}
}

@article{baker2001-11317951,
  author  = {Baker, R. and Bell, S. and Baker, E. and Gibson, S. and Holloway, J. and Pearce, R. and Dowling, Z. and Thomas, P. and others},
  title   = {{A randomized controlled trial of the effects of multi-sensory stimulation (MSS) for people with dementia}},
  journal = {The British journal of clinical psychology},
  year    = {2001},
  doi     = {10.1348/014466501163508},
  pmid    = {11317951},
  url     = {https://doi.org/10.1348/014466501163508}
}

@article{bafaloukou2025-39896868,
  author  = {Bafaloukou, Marirena and Schalkamp, Ann‐Kathrin and Fletcher‐Lloyd, Nan and Capstick, Alexander and Walsh, Chloe and Sandor, Cynthia and Kouchaki, Samaneh and Nilforooshan, Ramin and others},
  title   = {{An interpretable machine learning tool for in-home monitoring of agitation episodes in people living with dementia: a proof-of-concept study}},
  journal = {EClinicalMedicine},
  year    = {2025},
  doi     = {10.1016/j.eclinm.2024.103032},
  pmid    = {39896868},
  url     = {https://doi.org/10.1016/j.eclinm.2024.103032}
}

@article{gill2020-32250302,
  author  = {Gill, S. and Mouches, P. and Hu, S. and Rajashekar, D. and MacMaster, F. P. and Smith, E. E. and Forkert, N. D. and Ismail, Z. and others},
  title   = {{Using Machine Learning to Predict Dementia from Neuropsychiatric Symptom and Neuroimaging Data}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2020},
  doi     = {10.3233/jad-191169},
  pmid    = {32250302},
  url     = {https://doi.org/10.3233/jad-191169}
}

@article{kertesz2010-20385916,
  author  = {Kertesz, A. and Jesso, S. and Harciarek, M. and Blair, M. and McMonagle, P.},
  title   = {{What is semantic dementia?: a cohort study of diagnostic features and clinical boundaries}},
  journal = {Archives of neurology},
  year    = {2010},
  doi     = {10.1001/archneurol.2010.55},
  pmid    = {20385916},
  url     = {https://doi.org/10.1001/archneurol.2010.55}
}

@article{cho2023-36434931,
  author  = {Cho, E. and Shin, J. and Seok, J. W. and Lee, H. and Lee, K. H. and Jang, J. and Heo, S. J. and Kang, B.},
  title   = {{The effectiveness of non-pharmacological interventions using information and communication technologies for behavioral and psychological symptoms of dementia: A systematic review and meta-analysis}},
  journal = {International journal of nursing studies},
  year    = {2023},
  doi     = {10.1016/j.ijnurstu.2022.104392},
  pmid    = {36434931},
  url     = {https://doi.org/10.1016/j.ijnurstu.2022.104392}
}

@article{jammeh2018-30564722,
  author  = {Jammeh, E. A. and Carroll, C. B. and Pearson, S. W. and Escudero, J. and Anastasiou, A. and Zhao, P. and Chenore, T. and Zajicek, J. and others},
  title   = {{Machine-learning based identification of undiagnosed dementia in primary care: a feasibility study}},
  journal = {BJGP open},
  year    = {2018},
  doi     = {10.3399/bjgpopen18x101589},
  pmid    = {30564722},
  url     = {https://doi.org/10.3399/bjgpopen18x101589}
}

@article{lyall2023-37496259,
  author  = {Lyall, D. M. and Kormilitzin, A. and Lancaster, C. and Sousa, J. and Petermann-Rocha, F. and Buckley, C. and Harshfield, E. L. and Iveson, M. H. and others},
  title   = {{Artificial intelligence for dementia-Applied models and digital health}},
  journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
  year    = {2023},
  doi     = {10.1002/alz.13391},
  pmid    = {37496259},
  url     = {https://doi.org/10.1002/alz.13391}
}

@article{malioukis2026-41743052,
  author  = {Malioukis, Alex and Snead, R Sterling and Marczika, Julia and Ambalavanan, Radha and Towett, Gideon and Mbogori-Kairichi, Mercy},
  title   = {{Digital biomarkers for early agitation detection in dementia: a scoping review of emerging wearable and smart technologies for personalized care}},
  journal = {Frontiers in Neurology},
  year    = {2026},
  doi     = {10.3389/fneur.2026.1683517},
  pmid    = {41743052},
  url     = {https://doi.org/10.3389/fneur.2026.1683517}
}

@article{kloppel2008-18835868,
  author  = {Klöppel, S. and Stonnington, C. M. and Barnes, J. and Chen, F. and Chu, C. and Good, C. D. and Mader, I. and Mitchell, L. A. and others},
  title   = {{Accuracy of dementia diagnosis: a direct comparison between radiologists and a computerized method}},
  journal = {Brain : a journal of neurology},
  year    = {2008},
  doi     = {10.1093/brain/awn239},
  pmid    = {18835868},
  url     = {https://doi.org/10.1093/brain/awn239}
}

@article{buegler2020-32832589,
  author  = {Buegler, M. and Harms, R. and Balasa, M. and Meier, I. B. and Exarchos, T. and Rai, L. and Boyle, R. and Tort, A. and others},
  title   = {{Digital biomarker-based individualized prognosis for people at risk of dementia}},
  journal = {Alzheimer's \& dementia (Amsterdam, Netherlands)},
  year    = {2020},
  doi     = {10.1002/dad2.12073},
  pmid    = {32832589},
  url     = {https://doi.org/10.1002/dad2.12073}
}

@article{xue2021-34465384,
  author  = {Xue, C. and Karjadi, C. and Paschalidis, I. C. and Au, R. and Kolachalama, V. B.},
  title   = {{Detection of dementia on voice recordings using deep learning: a Framingham Heart Study}},
  journal = {Alzheimer's research \& therapy},
  year    = {2021},
  doi     = {10.1186/s13195-021-00888-3},
  pmid    = {34465384},
  url     = {https://doi.org/10.1186/s13195-021-00888-3}
}

@article{krishnan2026-42389671,
  author  = {Krishnan, Laya and Gunasekaran, Gaurie and Dhore, Tamanna and Lauinger, Alexa and Kolachalama, Vijaya and Pappu, Suguna},
  title   = {{Leveraging artificial intelligence for analysis of the gut microbiome for dementia diagnosis: a scoping review and discussion}},
  journal = {Frontiers in Dementia},
  year    = {2026},
  doi     = {10.3389/frdem.2026.1865441},
  pmid    = {42389671},
  url     = {https://doi.org/10.3389/frdem.2026.1865441}
}

@article{rezaii2025-41195302,
  author  = {Rezaii, Neguine and Wong, Bonnie and Aisen, Paul and Beckett, Laurel A. and Dage, Jeffrey L. and Eloyan, Ani and Foroud, Tatiana M. and Womack, Kyle B. and others},
  title   = {{Voiceprints of cognitive impairment: analyzing digital voice for early detection of Alzheimer’s and related dementias}},
  journal = {npj Dementia},
  year    = {2025},
  doi     = {10.1038/s44400-025-00040-0},
  pmid    = {41195302},
  url     = {https://doi.org/10.1038/s44400-025-00040-0}
}

@article{lambonralph1998-9751441,
  author  = {Lambon Ralph, M. A. and Graham, K. S. and Ellis, A. W. and Hodges, JR.},
  title   = {{Naming in semantic dementia--what matters?}},
  journal = {Neuropsychologia},
  year    = {1998},
  doi     = {10.1016/s0028-3932(97)00169-3},
  pmid    = {9751441},
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}

@article{dugstad2019-31182093,
  author  = {Dugstad, J. and Eide, T. and Nilsen, E. R. and Eide, H.},
  title   = {{Towards successful digital transformation through co-creation: a longitudinal study of a four-year implementation of digital monitoring technology in residential care for persons with dementia}},
  journal = {BMC health services research},
  year    = {2019},
  doi     = {10.1186/s12913-019-4191-1},
  pmid    = {31182093},
  url     = {https://doi.org/10.1186/s12913-019-4191-1}
}

@article{tzeng2022-36212036,
  author  = {Tzeng, R. C. and Yang, Y. W. and Hsu, K. C. and Chang, H. T. and Chiu, P. Y.},
  title   = {{Sum of boxes of the clinical dementia rating scale highly predicts conversion or reversion in predementia stages}},
  journal = {Frontiers in aging neuroscience},
  year    = {2022},
  doi     = {10.3389/fnagi.2022.1021792},
  pmid    = {36212036},
  url     = {https://doi.org/10.3389/fnagi.2022.1021792}
}

@article{chen2020-33257744,
  author  = {Chen, S. and Stromer, D. and Alabdalrahim, H. A. and Schwab, S. and Weih, M. and Maier, A.},
  title   = {{Automatic dementia screening and scoring by applying deep learning on clock-drawing tests}},
  journal = {Scientific reports},
  year    = {2020},
  doi     = {10.1038/s41598-020-74710-9},
  pmid    = {33257744},
  url     = {https://doi.org/10.1038/s41598-020-74710-9}
}

@article{shao2019-31288818,
  author  = {Shao, Y. and Zeng, Q. T. and Chen, K. K. and Shutes-David, A. and Thielke, S. M. and Tsuang, D. W.},
  title   = {{Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records}},
  journal = {BMC medical informatics and decision making},
  year    = {2019},
  doi     = {10.1186/s12911-019-0846-4},
  pmid    = {31288818},
  url     = {https://doi.org/10.1186/s12911-019-0846-4}
}

@article{nori2019-31879701,
  author  = {Nori, V. S. and Hane, C. A. and Crown, W. H. and Au, R. and Burke, W. J. and Sanghavi, D. M. and Bleicher, P.},
  title   = {{Machine learning models to predict onset of dementia: A label learning approach}},
  journal = {Alzheimer's \& dementia (New York, N. Y.)},
  year    = {2019},
  doi     = {10.1016/j.trci.2019.10.006},
  pmid    = {31879701},
  url     = {https://doi.org/10.1016/j.trci.2019.10.006}
}

@article{swan2018-29554196,
  author  = {Swan, K. and Hopper, M. and Wenke, R. and Jackson, C. and Till, T. and Conway, E.},
  title   = {{Speech-Language Pathologist Interventions for Communication in Moderate-Severe Dementia: A Systematic Review}},
  journal = {American journal of speech-language pathology},
  year    = {2018},
  doi     = {10.1044/2017_ajslp-17-0043},
  pmid    = {29554196},
  url     = {https://doi.org/10.1044/2017_ajslp-17-0043}
}

@article{lin2026-42069499,
  author  = {Lin, Gong‐Hong and Wang, Yi‐Ching and Lee, Shih‐Chieh and Chi, Wen‐Chou and Liu, Jen-Hsuan and Hsieh, Ching‐Lin},
  title   = {{Developing machine learning-enhanced WHODAS 2.0 short forms for persons with dementia}},
  journal = {Journal of the Formosan Medical Association},
  year    = {2026},
  doi     = {10.1016/j.jfma.2026.04.085},
  pmid    = {42069499},
  url     = {https://doi.org/10.1016/j.jfma.2026.04.085}
}

@article{gonzalezprieto2026-41958925,
  author  = {González-Prieto, Cristian and Yelanchezian, Y Mukish M and Dobbie, Gillian and Wilson, Daniel P. and Rodriguez, Claudia Rivera and Oulaghan, Bede and Yates, Susan and Cullum, Sarah J.},
  title   = {{Advancing dementia identification using machine learning and real‐world sequential health data}},
  journal = {Alzheimer s \& Dementia Diagnosis Assessment \& Disease Monitoring},
  year    = {2026},
  doi     = {10.1002/dad2.70332},
  pmid    = {41958925},
  url     = {https://doi.org/10.1002/dad2.70332}
}

@article{antonioni2023-37511491,
  author  = {Antonioni, A. and Raho, E. M. and Lopriore, P. and Pace, A. P. and Latino, R. R. and Assogna, M. and Mancuso, M. and Gragnaniello, D. and others},
  title   = {{Frontotemporal Dementia, Where Do We Stand? A Narrative Review}},
  journal = {International journal of molecular sciences},
  year    = {2023},
  doi     = {10.3390/ijms241411732},
  pmid    = {37511491},
  url     = {https://doi.org/10.3390/ijms241411732}
}

@article{blair2007-17286881,
  author  = {Blair, M. and Marczinski, C. A. and Davis-Faroque, N. and Kertesz, A.},
  title   = {{A longitudinal study of language decline in Alzheimer's disease and frontotemporal dementia}},
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@article{raad2025-291de376,
  author  = {Raad, Wasim and Deriche, Mohamed A. and Rais, Rao Naveed Bin and Ammar, Khalid and Nasor, Mohamed},
  title   = {{A Smart RFID-Driven System for Dementia Patient Tracking: A Machine Learning Approach for Monitoring and Localization}},
  journal = {International Journal of Technology},
  year    = {2025},
  doi     = {10.14716/ijtech.v16i6.7791},
  url     = {https://doi.org/10.14716/ijtech.v16i6.7791}
}