Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis

arXiv:2601.03018 · cs.CL, cs.AI, cs.LG · Submitted 2026-01-06 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-01-06

Updated: 2026-10-23

Terminology

• AUROC — 3× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 9 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 26 episodes

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