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% Source: https://alzhub.org/research?category=assessment&atag=deep
% 10 entries, in the order the page lists them. Built from alzhub.org's own records.
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@article{jiang2022-35061824,
  author  = {Jiang, Z. and Seyedi, S. and Haque, R. U. and Pongos, A. L. and Vickers, K. L. and Manzanares, C. M. and Lah, J. J. and Levey, A. I. and others},
  title   = {{Automated analysis of facial emotions in subjects with cognitive impairment}},
  journal = {PloS one},
  year    = {2022},
  doi     = {10.1371/journal.pone.0262527},
  pmid    = {35061824},
  url     = {https://doi.org/10.1371/journal.pone.0262527}
}

@article{park2025-41068341,
  author  = {Park, Ingyu and Lee, Sang-Kyu and Choi, Hui-Chul and Ahn, Moo-Eob and Ryu, Ohk-Hyun and Park, Yong Soon and Kim, Dong-Kyu and Lee, Unjoo and others},
  title   = {{Machine learning-based estimation of the mild cognitive impairment stage using multimodal physical and behavioral measures}},
  journal = {Scientific reports},
  year    = {2025},
  doi     = {10.1038/s41598-025-19364-1},
  pmid    = {41068341},
  url     = {https://doi.org/10.1038/s41598-025-19364-1}
}

@article{haque2021-32340935,
  author  = {Haque, R. U. and Pongos, A. L. and Manzanares, C. M. and Lah, J. J. and Levey, A. I. and Clifford, G. D.},
  title   = {{Deep Convolutional Neural Networks and Transfer Learning for Measuring Cognitive Impairment Using Eye-Tracking in a Distributed Tablet-Based Environment}},
  journal = {IEEE transactions on bio-medical engineering},
  year    = {2021},
  doi     = {10.1109/tbme.2020.2990734},
  pmid    = {32340935},
  url     = {https://doi.org/10.1109/tbme.2020.2990734}
}

@article{yamada2022-36155515,
  author  = {Yamada, Yasunori and Kobayashi, Masatomo and Shinkawa, Kaoru and Nemoto, Miyuki and Ota, Miho and Nemoto, Kiyotaka and Arai, Tetsuaki},
  title   = {{Characteristics of Drawing Process Differentiate Alzheimer's Disease and Dementia with Lewy Bodies}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2022},
  doi     = {10.3233/jad-220546},
  pmid    = {36155515},
  url     = {https://doi.org/10.3233/jad-220546}
}

@article{schafer2024-38427201,
  author  = {Schäfer, Simona and Herrmann, Janna and Tovar, Sol and Linz, Nicklas and Tröger, Johannes},
  title   = {{Speech-Based Digital Biomarkers for Alzheimer's Research}},
  journal = {Methods in molecular biology (Clifton, N.J.)},
  year    = {2024},
  doi     = {10.1007/978-1-0716-3774-6_18},
  pmid    = {38427201},
  url     = {https://doi.org/10.1007/978-1-0716-3774-6_18}
}

@article{duan2024-38740448,
  author  = {Duan, Sixuan and Cai, Tianyu and Liu, Fuyuan and Li, Yifan and Yuan, Hang and Yuan, Wenwen and Huang, Kaizhu and Hoettges, Kai and others},
  title   = {{Automatic offline-capable smartphone paper-based microfluidic device for efficient biomarker detection of Alzheimer's disease}},
  journal = {Analytica chimica acta},
  year    = {2024},
  doi     = {10.1016/j.aca.2024.342575},
  pmid    = {38740448},
  url     = {https://doi.org/10.1016/j.aca.2024.342575}
}

@article{devatha2026-f7db6824,
  author  = {Devatha, D. and Xiao, J.},
  title   = {{Predicting Cognitive Function Using Transformer-Derived Speech Representations and Longitudinal Coherence Features}},
  journal = {medRxiv},
  year    = {2026},
  doi     = {10.64898/2026.08.04.26359730},
  url     = {https://doi.org/10.64898/2026.08.04.26359730}
}

@article{rahman2026-5ac9e37c,
  author  = {Rahman, M. H. and Hasan, M. J. and Hossain, M. S. and Ovi, M. S. I.},
  title   = {{How Reliable and Explainable Are Machine Learning Models for Dementia Detection? A Leakage-Aware Evaluation}},
  journal = {Research Square},
  year    = {2026},
  doi     = {10.21203/rs.3.rs-10967756/v1},
  url     = {https://doi.org/10.21203/rs.3.rs-10967756/v1}
}

@article{deepika2026-ae3097e3,
  author  = {Deepika, P. and Sunkari, S. and Upadhyayula, S. K. and {the Alzheimer’s Disease Neuroimaging Initiative} and Sundaresan, V.},
  title   = {{A Biologically Constrained Continuous-Time Framework for Long-Horizon Cognition Forecasting in Alzheimer’s Disease}},
  journal = {medRxiv},
  year    = {2026},
  doi     = {10.64898/2026.08.07.26359964},
  url     = {https://doi.org/10.64898/2026.08.07.26359964}
}

@article{espero2026-ef7df3b7,
  author  = {Espero, M. J.},
  title   = {{Heterogeneity in Multimodal AI Feature Engineering Utility for Explaining Change in Dementia}},
  journal = {PsyArXiv},
  year    = {2026},
  doi     = {10.31234/osf.io/s58bj_v1},
  url     = {https://doi.org/10.31234/osf.io/s58bj_v1}
}