Last Week in Medical AI: Top LLM Research Papers/Models š„ š (October 12 - October 19, 2024)
Medical LLM & Other Models: - OLAPH: Factual Biomedical LLM QA - LLMD: Interpreting Longitudinal Medical Records - LifeGPT: Generative Transformer for Cells - MedCare: Decoupled Clinical LLM Alignment - Y-Mol: Biomedical LLM for Drug Development
Frameworks and Methodologies: - MedINST: Biomedical Instructions Meta Dataset - Democratizing Medical LLMs via Language Experts - MCQG-SRefine: Iterative Question Generation - Adaptive Medical Language Agents - MeNTi: Medical LLM with Nested Tools
Medical LLM Applications: - AGENTiGraph: LLM Chatbots with Private Data - MMed-RAG: Multimodal Medical RAG System - Medical Graph RAG: Safe LLM via Retrieval - MedAide: Multi-Agent Medical LLM Collaboration - Synthetic Clinical Trial Generation
Medical LLMs & Benchmarks: - WorldMedQA-V: Multimodal Medical LLM Dataset - HEALTH-PARIKSHA: RAG Models Evaluation - Synthetic Data for Medical Vision-Language
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