% alzhub.org library filter % Source: https://alzhub.org/research?category=digital&about=digital-tools % 423 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{jo2019-31481890, author = {Jo, T. and Nho, K. and Saykin, A. J.}, title = {{Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data}}, journal = {Frontiers in aging neuroscience}, year = {2019}, doi = {10.3389/fnagi.2019.00220}, pmid = {31481890}, url = {https://doi.org/10.3389/fnagi.2019.00220} } @article{vimbi2024-38578524, author = {Vimbi, V. and Shaffi, N. and Mahmud, M.}, title = {{Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection}}, journal = {Brain informatics}, year = {2024}, doi = {10.1186/s40708-024-00222-1}, pmid = {38578524}, url = {https://doi.org/10.1186/s40708-024-00222-1} } @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{chang2021-33803217, author = {Chang, C. H. and Lin, C. H. and Lane, H. Y.}, title = {{Machine Learning and Novel Biomarkers for the Diagnosis of Alzheimer's Disease}}, journal = {International journal of molecular sciences}, year = {2021}, doi = {10.3390/ijms22052761}, pmid = {33803217}, url = {https://doi.org/10.3390/ijms22052761} } @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{delafuentegarcia2020-33185605, author = {de la Fuente Garcia, S. and Ritchie, C. W. and Luz, S.}, title = {{Artificial Intelligence, Speech, and Language Processing Approaches to Monitoring Alzheimer's Disease: A Systematic Review}}, journal = {Journal of Alzheimer's disease : JAD}, year = {2020}, doi = {10.3233/jad-200888}, pmid = {33185605}, url = {https://doi.org/10.3233/jad-200888} } @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{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. 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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. 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