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% Source: https://alzhub.org/research?category=digital&institution=I4210151833
% 11 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{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{fathy2020-31011951,
  author  = {Fathy, Y. Y. and Hoogers, S. E. and Berendse, H. W. and van der Werf, Y. D. and Visser, P. J. and de Jong, F. J. and van de Berg, W. D. J.},
  title   = {{Differential insular cortex sub-regional atrophy in neurodegenerative diseases: a systematic review and meta-analysis}},
  journal = {Brain imaging and behavior},
  year    = {2020},
  doi     = {10.1007/s11682-019-00099-3},
  pmid    = {31011951},
  url     = {https://doi.org/10.1007/s11682-019-00099-3}
}

@article{verhaar2021-35173707,
  author  = {Verhaar, B. J. H. and Hendriksen, H. M. A. and de Leeuw, F. A. and Doorduijn, A. S. and van Leeuwenstijn, M. and Teunissen, C. E. and Barkhof, F. and Scheltens, P. and others},
  title   = {{Gut Microbiota Composition Is Related to AD Pathology}},
  journal = {Frontiers in immunology},
  year    = {2021},
  doi     = {10.3389/fimmu.2021.794519},
  pmid    = {35173707},
  url     = {https://doi.org/10.3389/fimmu.2021.794519}
}

@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{dijkstra2025-40622227,
  author  = {Dijkstra, Hidde and Parsons, Cathleen S and van Bremen, Hanne-Eva and Willems, Hanna C. and de Hond, Anne and Van Munster, Barbara C. and Doornberg, Job Nicolaas and Oosterhoff, Jacobien H. F.},
  title   = {{Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients: the Dutch Hip Fracture Audit algorithms in 74,396 cases}},
  journal = {Acta Orthopaedica},
  year    = {2025},
  doi     = {10.2340/17453674.2025.44248},
  pmid    = {40622227},
  url     = {https://doi.org/10.2340/17453674.2025.44248}
}

@article{stamate2019-31890857,
  author  = {Stamate, D. and Kim, M. and Proitsi, P. and Westwood, S. and Baird, A. and Nevado-Holgado, A. and Hye, A. and Bos, I. and others},
  title   = {{A metabolite-based machine learning approach to diagnose Alzheimer-type dementia in blood: Results from the European Medical Information Framework for Alzheimer disease biomarker discovery cohort}},
  journal = {Alzheimer's \& dementia (New York, N. Y.)},
  year    = {2019},
  doi     = {10.1016/j.trci.2019.11.001},
  pmid    = {31890857},
  url     = {https://doi.org/10.1016/j.trci.2019.11.001}
}

@article{wagen2022-36102775,
  author  = {Wagen, A. Z. and Coath, W. and Keshavan, A. and James, S. N. and Parker, T. D. and Lane, C. A. and Buchanan, S. M. and Keuss, S. E. and others},
  title   = {{Life course, genetic, and neuropathological associations with brain age in the 1946 British Birth Cohort: a population-based study}},
  journal = {The lancet. Healthy longevity},
  year    = {2022},
  doi     = {10.1016/s2666-7568(22)00167-2},
  pmid    = {36102775},
  url     = {https://doi.org/10.1016/s2666-7568(22)00167-2}
}

@article{oosterhoff2021-34925951,
  author  = {Oosterhoff, J. H. F. and Karhade, A. V. and Oberai, T. and Franco-Garcia, E. and Doornberg, J. N. and Schwab, J. H.},
  title   = {{Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms}},
  journal = {Geriatric orthopaedic surgery \& rehabilitation},
  year    = {2021},
  doi     = {10.1177/21514593211062277},
  pmid    = {34925951},
  url     = {https://doi.org/10.1177/21514593211062277}
}

@article{ranson2021-34635138,
  author  = {Ranson, J. M. and Rittman, T. and Hayat, S. and Brayne, C. and Jessen, F. and Blennow, K. and van Duijn, C. and Barkhof, F. and others},
  title   = {{Modifiable risk factors for dementia and dementia risk profiling. A user manual for Brain Health Services-part 2 of 6}},
  journal = {Alzheimer's research \& therapy},
  year    = {2021},
  doi     = {10.1186/s13195-021-00895-4},
  pmid    = {34635138},
  url     = {https://doi.org/10.1186/s13195-021-00895-4}
}

@article{pronk2019-31026198,
  author  = {Pronk, M. and Lissenberg-Witte, B. I. and van der Aa, H. P. A. and Comijs, H. C. and Smits, C. and Lemke, U. and Zekveld, A. A. and Kramer, S. E.},
  title   = {{Longitudinal Relationships Between Decline in Speech-in-Noise Recognition Ability and Cognitive Functioning: The Longitudinal Aging Study Amsterdam}},
  journal = {Journal of speech, language, and hearing research : JSLHR},
  year    = {2019},
  doi     = {10.1044/2018_jslhr-h-ascc7-18-0120},
  pmid    = {31026198},
  url     = {https://doi.org/10.1044/2018_jslhr-h-ascc7-18-0120}
}

@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},
  url     = {https://doi.org/10.1002/hbm.70456}
}