Dementia Language Models: a generalizable and controllable representation of cognitive impairment
Lotem Peled-Cohen, Amit Shmidov, Netaniel Rein, Eilam Shapira, Nitay Calderon, Refael Tikochinski, Ehud Zeltzer, Talya Nathan, Benjamin Uliel, Kimberly Diggle Mueller, Ithamar Ganmore, Prof. Ben Reis, Roi Reichart
This paper introduces Dementia Language Models (DeLMs) that generate patient-like narratives and predict cognitive impairment, validated by neurologists and MMSE scores.
bioRxiv · Oct 10, 2026 · PreprintNeuroscience