% alzhub.org library filter
% Source: https://alzhub.org/research?category=digital&atag=assessment
% 57 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{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{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{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{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{bidelman2017-28270574,
  author  = {Bidelman, G. M. and Lowther, J. E. and Tak, S. H. and Alain, C.},
  title   = {{Mild Cognitive Impairment Is Characterized by Deficient Brainstem and Cortical Representations of Speech}},
  journal = {The Journal of neuroscience : the official journal of the Society for Neuroscience},
  year    = {2017},
  doi     = {10.1523/jneurosci.3700-16.2017},
  pmid    = {28270574},
  url     = {https://doi.org/10.1523/jneurosci.3700-16.2017}
}

@article{chan2021-34744026,
  author  = {Chan, J. Y. C. and Yau, S. T. Y. and Kwok, T. C. Y. and Tsoi, K. K. F.},
  title   = {{Diagnostic performance of digital cognitive tests for the identification of MCI and dementia: A systematic review}},
  journal = {Ageing research reviews},
  year    = {2021},
  doi     = {10.1016/j.arr.2021.101506},
  pmid    = {34744026},
  url     = {https://doi.org/10.1016/j.arr.2021.101506}
}

@article{hu2021-33625369,
  author  = {Hu, M. and Shu, X. and Yu, G. and Wu, X. and Välimäki, M. and Feng, H.},
  title   = {{A Risk Prediction Model Based on Machine Learning for Cognitive Impairment Among Chinese Community-Dwelling Elderly People With Normal Cognition: Development and Validation Study}},
  journal = {Journal of medical Internet research},
  year    = {2021},
  doi     = {10.2196/20298},
  pmid    = {33625369},
  url     = {https://doi.org/10.2196/20298}
}

@article{ding2022-35887956,
  author  = {Ding, Z. and Lee, T. L. and Chan, A. S.},
  title   = {{Digital Cognitive Biomarker for Mild Cognitive Impairments and Dementia: A Systematic Review}},
  journal = {Journal of clinical medicine},
  year    = {2022},
  doi     = {10.3390/jcm11144191},
  pmid    = {35887956},
  url     = {https://doi.org/10.3390/jcm11144191}
}

@article{mueller2017-29375365,
  author  = {Mueller, K. D. and Koscik, R. L. and Hermann, B. P. and Johnson, S. C. and Turkstra, L. S.},
  title   = {{Declines in Connected Language Are Associated with Very Early Mild Cognitive Impairment: Results from the Wisconsin Registry for Alzheimer's Prevention}},
  journal = {Frontiers in aging neuroscience},
  year    = {2017},
  doi     = {10.3389/fnagi.2017.00437},
  pmid    = {29375365},
  url     = {https://doi.org/10.3389/fnagi.2017.00437}
}

@article{jannati2024-38167251,
  author  = {Jannati, A. and Toro-Serey, C. and Gomes-Osman, J. and Banks, R. and Ciesla, M. and Showalter, J. and Bates, D. and Tobyne, S. and others},
  title   = {{Digital Clock and Recall is superior to the Mini-Mental State Examination for the detection of mild cognitive impairment and mild dementia}},
  journal = {Alzheimer's research \& therapy},
  year    = {2024},
  doi     = {10.1186/s13195-023-01367-7},
  pmid    = {38167251},
  url     = {https://doi.org/10.1186/s13195-023-01367-7}
}

@article{gomezramirez2020-33244011,
  author  = {Gómez-Ramírez, J. and Ávila-Villanueva, M. and MÁ, Fernández-Blázquez},
  title   = {{Selecting the most important self-assessed features for predicting conversion to mild cognitive impairment with random forest and permutation-based methods}},
  journal = {Scientific reports},
  year    = {2020},
  doi     = {10.1038/s41598-020-77296-4},
  pmid    = {33244011},
  url     = {https://doi.org/10.1038/s41598-020-77296-4}
}

@article{amini2023-35796399,
  author  = {Amini, S. and Hao, B. and Zhang, L. and Song, M. and Gupta, A. and Karjadi, C. and Kolachalama, V. B. and Au, R. and others},
  title   = {{Automated detection of mild cognitive impairment and dementia from voice recordings: A natural language processing approach}},
  journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
  year    = {2023},
  doi     = {10.1002/alz.12721},
  pmid    = {35796399},
  url     = {https://doi.org/10.1002/alz.12721}
}

@article{zhang2025-39838390,
  author  = {Zhang, Xiaoang and Liao, Yu‐Ping and Zhang, Daying and Liu, Weichen and Wang, Zhijian and Jin, Yaxin and Chen, Shushu and Wei, Jianmei},
  title   = {{Explainable machine learning models for identifying mild cognitive impairment in older patients with chronic pain}},
  journal = {BMC Nursing},
  year    = {2025},
  doi     = {10.1186/s12912-025-02723-8},
  pmid    = {39838390},
  url     = {https://doi.org/10.1186/s12912-025-02723-8}
}

@article{karim2022-35974140,
  author  = {Karim, H. T. and Aizenstein, H. J. and Mizuno, A. and Ly, M. and Andreescu, C. and Wu, M. and Hong, C. H. and Roh, H. W. and others},
  title   = {{Independent replication of advanced brain age in mild cognitive impairment and dementia: detection of future cognitive dysfunction}},
  journal = {Molecular psychiatry},
  year    = {2022},
  doi     = {10.1038/s41380-022-01728-y},
  pmid    = {35974140},
  url     = {https://doi.org/10.1038/s41380-022-01728-y}
}

@article{mueller2018-29669461,
  author  = {Mueller, K. D. and Hermann, B. and Mecollari, J. and Turkstra, L. S.},
  title   = {{Connected speech and language in mild cognitive impairment and Alzheimer's disease: A review of picture description tasks}},
  journal = {Journal of clinical and experimental neuropsychology},
  year    = {2018},
  doi     = {10.1080/13803395.2018.1446513},
  pmid    = {29669461},
  url     = {https://doi.org/10.1080/13803395.2018.1446513}
}

@article{rawtaer2020-32369031,
  author  = {Rawtaer, I. and Mahendran, R. and Kua, E. H. and Tan, H. P. and Tan, H. X. and Lee, T. S. and Ng, T. P.},
  title   = {{Early Detection of Mild Cognitive Impairment With In-Home Sensors to Monitor Behavior Patterns in Community-Dwelling Senior Citizens in Singapore: Cross-Sectional Feasibility Study}},
  journal = {Journal of medical Internet research},
  year    = {2020},
  doi     = {10.2196/16854},
  pmid    = {32369031},
  url     = {https://doi.org/10.2196/16854}
}

@article{beltrami2018-30483116,
  author  = {Beltrami, D. and Gagliardi, G. and Rossini Favretti, R. and Ghidoni, E. and Tamburini, F. and Calzà, L.},
  title   = {{Speech Analysis by Natural Language Processing Techniques: A Possible Tool for Very Early Detection of Cognitive Decline?}},
  journal = {Frontiers in aging neuroscience},
  year    = {2018},
  doi     = {10.3389/fnagi.2018.00369},
  pmid    = {30483116},
  url     = {https://doi.org/10.3389/fnagi.2018.00369}
}

@article{knibb2009-19696033,
  author  = {Knibb, J. A. and Woollams, A. M. and Hodges, JR. and Patterson, K.},
  title   = {{Making sense of progressive non-fluent aphasia: an analysis of conversational speech}},
  journal = {Brain : a journal of neurology},
  year    = {2009},
  doi     = {10.1093/brain/awp207},
  pmid    = {19696033},
  url     = {https://doi.org/10.1093/brain/awp207}
}

@article{sardone2019-31258467,
  author  = {Sardone, R. and Battista, P. and Panza, F. and Lozupone, M. and Griseta, C. and Castellana, F. and Capozzo, R. and Ruccia, M. and others},
  title   = {{The Age-Related Central Auditory Processing Disorder: Silent Impairment of the Cognitive Ear}},
  journal = {Frontiers in neuroscience},
  year    = {2019},
  doi     = {10.3389/fnins.2019.00619},
  pmid    = {31258467},
  url     = {https://doi.org/10.3389/fnins.2019.00619}
}

@article{zhou2023-37531702,
  author  = {Zhou, Y. and Han, W. and Yao, X. and Xue, J. and Li, Z. and Li, Y.},
  title   = {{Developing a machine learning model for detecting depression, anxiety, and apathy in older adults with mild cognitive impairment using speech and facial expressions: A cross-sectional observational study}},
  journal = {International journal of nursing studies},
  year    = {2023},
  doi     = {10.1016/j.ijnurstu.2023.104562},
  pmid    = {37531702},
  url     = {https://doi.org/10.1016/j.ijnurstu.2023.104562}
}

@article{yeung2021-34088354,
  author  = {Yeung, A. and Iaboni, A. and Rochon, E. and Lavoie, M. and Santiago, C. and Yancheva, M. and Novikova, J. and Xu, M. and others},
  title   = {{Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment and Alzheimer's dementia}},
  journal = {Alzheimer's research \& therapy},
  year    = {2021},
  doi     = {10.1186/s13195-021-00848-x},
  pmid    = {34088354},
  url     = {https://doi.org/10.1186/s13195-021-00848-x}
}

@article{varatharajah2019-30783207,
  author  = {Varatharajah, Y. and Ramanan, V. K. and Iyer, R. and Vemuri, P. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics}},
  journal = {Scientific reports},
  year    = {2019},
  doi     = {10.1038/s41598-019-38793-3},
  pmid    = {30783207},
  url     = {https://doi.org/10.1038/s41598-019-38793-3}
}

@article{rossini2022-35388959,
  author  = {Rossini, P. M. and Miraglia, F. and Vecchio, F.},
  title   = {{Early dementia diagnosis, MCI-to-dementia risk prediction, and the role of machine learning methods for feature extraction from integrated biomarkers, in particular for EEG signal analysis}},
  journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
  year    = {2022},
  doi     = {10.1002/alz.12645},
  pmid    = {35388959},
  url     = {https://doi.org/10.1002/alz.12645}
}

@article{groppell2019-31518280,
  author  = {Groppell, S. and Soto-Ruiz, K. M. and Flores, B. and Dawkins, W. and Smith, I. and Eagleman, D. M. and Katz, Y.},
  title   = {{A Rapid, Mobile Neurocognitive Screening Test to Aid in Identifying Cognitive Impairment and Dementia (BrainCheck): Cohort Study}},
  journal = {JMIR aging},
  year    = {2019},
  doi     = {10.2196/12615},
  pmid    = {31518280},
  url     = {https://doi.org/10.2196/12615}
}

@article{richter2025-39994339,
  author  = {Richter, M. and Sobotnicka, Ewelina and Bednorz, Adam},
  title   = {{Cognitive performance classification of older patients using machine learning and electronic medical records}},
  journal = {Scientific Reports},
  year    = {2025},
  doi     = {10.1038/s41598-025-90460-y},
  pmid    = {39994339},
  url     = {https://doi.org/10.1038/s41598-025-90460-y}
}

@article{sone2025-39821434,
  author  = {Sone, Daichi and Beheshti, Iman and Tagai, Kenji and Kameyama, Hiroshi and Takasaki, Emi and Kashibayashi, Tetsuo and Takahashi, Ryuichi and Ishii, Kazunari and others},
  title   = {{Neuropsychiatric symptoms and neuroimaging‐based brain age in mild cognitive impairment and early dementia: A multicenter study}},
  journal = {Psychiatry and Clinical Neurosciences},
  year    = {2025},
  doi     = {10.1111/pcn.13777},
  pmid    = {39821434},
  url     = {https://doi.org/10.1111/pcn.13777}
}

@article{konig2018-28847279,
  author  = {Konig, A. and Satt, A. and Sorin, A. and Hoory, R. and Derreumaux, A. and David, R. and Robert, P. H.},
  title   = {{Use of Speech Analyses within a Mobile Application for the Assessment of Cognitive Impairment in Elderly People}},
  journal = {Current Alzheimer research},
  year    = {2018},
  doi     = {10.2174/1567205014666170829111942},
  pmid    = {28847279},
  url     = {https://doi.org/10.2174/1567205014666170829111942}
}

@article{akl2015-25585407,
  author  = {Akl, A. and Taati, B. and Mihailidis, A.},
  title   = {{Autonomous unobtrusive detection of mild cognitive impairment in older adults}},
  journal = {IEEE transactions on bio-medical engineering},
  year    = {2015},
  doi     = {10.1109/tbme.2015.2389149},
  pmid    = {25585407},
  url     = {https://doi.org/10.1109/tbme.2015.2389149}
}

@article{khatun2019-30998476,
  author  = {Khatun, S. and Morshed, B. I. and Bidelman, G. M.},
  title   = {{A Single-Channel EEG-Based Approach to Detect Mild Cognitive Impairment via Speech-Evoked Brain Responses}},
  journal = {IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society},
  year    = {2019},
  doi     = {10.1109/tnsre.2019.2911970},
  pmid    = {30998476},
  url     = {https://doi.org/10.1109/tnsre.2019.2911970}
}

@article{kim2023-36997138,
  author  = {Kim, M. J. and Youn, Y. C. and Paik, J.},
  title   = {{Deep learning-based EEG analysis to classify normal, mild cognitive impairment, and dementia: Algorithms and dataset}},
  journal = {NeuroImage},
  year    = {2023},
  doi     = {10.1016/j.neuroimage.2023.120054},
  pmid    = {36997138},
  url     = {https://doi.org/10.1016/j.neuroimage.2023.120054}
}

@article{ardekani2017-27662309,
  author  = {Ardekani, B. A. and Bermudez, E. and Mubeen, A. M. and Bachman, A. H. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Prediction of Incipient Alzheimer's Disease Dementia in Patients with Mild Cognitive Impairment}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2017},
  doi     = {10.3233/jad-160594},
  pmid    = {27662309},
  url     = {https://doi.org/10.3233/jad-160594}
}

@article{sabbagh2020-32463070,
  author  = {Sabbagh, M. N. and Boada, M. and Borson, S. and Doraiswamy, P. M. and Dubois, B. and Ingram, J. and Iwata, A. and Porsteinsson, A. P. and others},
  title   = {{Early Detection of Mild Cognitive Impairment (MCI) in an At-Home Setting}},
  journal = {The journal of prevention of Alzheimer's disease},
  year    = {2020},
  doi     = {10.14283/jpad.2020.22},
  pmid    = {32463070},
  url     = {https://doi.org/10.14283/jpad.2020.22}
}

@article{drummond2015-26074814,
  author  = {Drummond, C. and Coutinho, G. and Fonseca, R. P. and Assunção, N. and Teldeschi, A. and de Oliveira-Souza, R. and Moll, J. and Tovar-Moll, F. and others},
  title   = {{Deficits in narrative discourse elicited by visual stimuli are already present in patients with mild cognitive impairment}},
  journal = {Frontiers in aging neuroscience},
  year    = {2015},
  doi     = {10.3389/fnagi.2015.00096},
  pmid    = {26074814},
  url     = {https://doi.org/10.3389/fnagi.2015.00096}
}

@article{siuly2020-32746328,
  author  = {Siuly, S. and Alcin, O. F. and Kabir, E. and Sengur, A. and Wang, H. and Zhang, Y. and Whittaker, F.},
  title   = {{A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals}},
  journal = {IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society},
  year    = {2020},
  doi     = {10.1109/tnsre.2020.3013429},
  pmid    = {32746328},
  url     = {https://doi.org/10.1109/tnsre.2020.3013429}
}

@article{meiland2012-22360649,
  author  = {Meiland, F. J. and Bouman, A. I. and Sävenstedt, S. and Bentvelzen, S. and Davies, R. J. and Mulvenna, M. D. and Nugent, C. D. and Moelaert, F. and others},
  title   = {{Usability of a new electronic assistive device for community-dwelling persons with mild dementia}},
  journal = {Aging \& mental health},
  year    = {2012},
  doi     = {10.1080/13607863.2011.651433},
  pmid    = {22360649},
  url     = {https://doi.org/10.1080/13607863.2011.651433}
}

@article{mccullough2019-30950734,
  author  = {McCullough, K. C. and Bayles, K. A. and Bouldin, E. D.},
  title   = {{Language Performance of Individuals at Risk for Mild Cognitive Impairment}},
  journal = {Journal of speech, language, and hearing research : JSLHR},
  year    = {2019},
  doi     = {10.1044/2018_jslhr-l-18-0232},
  pmid    = {30950734},
  url     = {https://doi.org/10.1044/2018_jslhr-l-18-0232}
}

@article{lancaster2020-32238339,
  author  = {Lancaster, C. and Koychev, I. and Blane, J. and Chinner, A. and Wolters, L. and Hinds, C.},
  title   = {{Evaluating the Feasibility of Frequent Cognitive Assessment Using the Mezurio Smartphone App: Observational and Interview Study in Adults With Elevated Dementia Risk}},
  journal = {JMIR mHealth and uHealth},
  year    = {2020},
  doi     = {10.2196/16142},
  pmid    = {32238339},
  url     = {https://doi.org/10.2196/16142}
}

@article{yang2026-41794745,
  author  = {Yang, Jingmei and Ding, Huitong and Amini, Samad and Hao, Boran and Karjadi, Cody and Au, Rhoda and Paschalidis, Ioannis Ch.},
  title   = {{Resource-stratified machine learning framework for cognitive status classification and mild cognitive impairment to dementia progression prediction}},
  journal = {Alzheimer s Research \& Therapy},
  year    = {2026},
  doi     = {10.1186/s13195-026-02006-7},
  pmid    = {41794745},
  url     = {https://doi.org/10.1186/s13195-026-02006-7}
}

@article{koo2019-30619948,
  author  = {Koo, B. M. and Vizer, L. M.},
  title   = {{Mobile Technology for Cognitive Assessment of Older Adults: A Scoping Review}},
  journal = {Innovation in aging},
  year    = {2019},
  doi     = {10.1093/geroni/igy038},
  pmid    = {30619948},
  url     = {https://doi.org/10.1093/geroni/igy038}
}

@article{zhang2021-34531812,
  author  = {Zhang, X. and Lv, L. and Min, G. and Wang, Q. and Zhao, Y. and Li, Y.},
  title   = {{Overview of the Complex Figure Test and Its Clinical Application in Neuropsychiatric Disorders, Including Copying and Recall}},
  journal = {Frontiers in neurology},
  year    = {2021},
  doi     = {10.3389/fneur.2021.680474},
  pmid    = {34531812},
  url     = {https://doi.org/10.3389/fneur.2021.680474}
}

@article{cavedoni2020-32848660,
  author  = {Cavedoni, S. and Chirico, A. and Pedroli, E. and Cipresso, P. and Riva, G.},
  title   = {{Digital Biomarkers for the Early Detection of Mild Cognitive Impairment: Artificial Intelligence Meets Virtual Reality}},
  journal = {Frontiers in human neuroscience},
  year    = {2020},
  doi     = {10.3389/fnhum.2020.00245},
  pmid    = {32848660},
  url     = {https://doi.org/10.3389/fnhum.2020.00245}
}

@article{kang2019-31752864,
  author  = {Kang, M. J. and Kim, S. Y. and Na, D. L. and Kim, B. C. and Yang, D. W. and Kim, E. J. and Na, H. R. and Han, H. J. and others},
  title   = {{Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data}},
  journal = {BMC medical informatics and decision making},
  year    = {2019},
  doi     = {10.1186/s12911-019-0974-x},
  pmid    = {31752864},
  url     = {https://doi.org/10.1186/s12911-019-0974-x}
}

@article{dong2025-40986403,
  author  = {Dong, Qianyu and Wu, Wenbo and Jiang, Yanping and Sui, Junyu and Tan, Chenxin and Qi, Xiang},
  title   = {{Machine learning approaches to racial/ethnic differences in social determinants of mild cognitive impairment and its progression to dementia in the All of Us Research Program}},
  journal = {The Journals of Gerontology Series B},
  year    = {2025},
  doi     = {10.1093/geronb/gbaf179},
  pmid    = {40986403},
  url     = {https://doi.org/10.1093/geronb/gbaf179}
}

@article{battista2017-28255200,
  author  = {Battista, P. and Salvatore, C. and Castiglioni, I.},
  title   = {{Optimizing Neuropsychological Assessments for Cognitive, Behavioral, and Functional Impairment Classification: A Machine Learning Study}},
  journal = {Behavioural neurology},
  year    = {2017},
  doi     = {10.1155/2017/1850909},
  pmid    = {28255200},
  url     = {https://doi.org/10.1155/2017/1850909}
}

@article{chen2010-20382237,
  author  = {Chen, R. and Herskovits, E. H.},
  title   = {{Machine-learning techniques for building a diagnostic model for very mild dementia}},
  journal = {NeuroImage},
  year    = {2010},
  doi     = {10.1016/j.neuroimage.2010.03.084},
  pmid    = {20382237},
  url     = {https://doi.org/10.1016/j.neuroimage.2010.03.084}
}

@article{bogza2020-32442151,
  author  = {Bogza, L. M. and Patry-Lebeau, C. and Farmanova, E. and Witteman, H. O. and Elliott, J. and Stolee, P. and Hudon, C. and Giguere, A. M. C.},
  title   = {{User-Centered Design and Evaluation of a Web-Based Decision Aid for Older Adults Living With Mild Cognitive Impairment and Their Health Care Providers: Mixed Methods Study}},
  journal = {Journal of medical Internet research},
  year    = {2020},
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  pmid    = {32442151},
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