ML Researcher | LLMs β‘ Healthcare | Developer of OpenBioLLM, Open Medical-LLM Leaderboard, MedMCQA, Med-Halt | I like high-quality datasets & eval π§
Last Week in Medical AI: Top Research Papers/Models π₯ π (October 26 - November 2, 2024)
π Medical AI Paper of the Week: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Medical LLM & Other Models: - Matchmaker: Schema Matching with LLMs - UltraMedical: Specialized Biomedical Models - ZALM3: Vision-Language Medical Dialogue - EchoFM: Echocardiogram Foundation Model
Frameworks and Methodologies: - FEDKIM: Federated Medical Knowledge Injection - Flex-MoE: Flexible Modality Combination - MAISI: Synthetic Medical Imaging - Cough-E: Edge Privacy Detection - MassSpecGym: Molecule Identification
Medical LLM Applications: - DiaMond: Multi-Modal Dementia Diagnosis - LLM-Forest: Health Data Imputation - Medical Multimodal Visual Grounding - Clinical Evidence Synthesis with LLMs
Medical LLMs & Benchmarks: - Histopathology Models Beyond H&E - LLMs in Mental Health Counseling - Medical Dataset Reuse Analysis
AI in Healthcare Ethics: - LLMs in Medical Education - Medical Exam Question Generation - Clinical Knowledge Graph Integration
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Last Week in Medical AI: Top Research Papers/Models π₯ π (October 19-26, 2024)
π Medical AI Paper of the Week: Safety principles for medical summarization using generative AI by Google
Medical LLM & Other Models: - BioMistral-NLU: Medical Vocab Understanding - Bilingual Multimodal LLM for Biomedical Tasks - Metabolic-Enhanced LLMs for Clinical Analysis - Dermatology Foundation Model
Frameworks and Methodologies: - Back-in-Time: Medical Deepfake Detection - Hybrid GenAI for Crystal Design - VISAGE: Video Synthesis for Surgery - MoRE: Multi-Modal X-Ray/ECG Pretraining - SleepCoT: Personalized Health via CoT
Medical LLM Applications: - ONCOPILOT: CT Model for Tumors - LMLPA: Linguistic Personality Assessment - GenAI for Medical Training
Medical LLMs & Benchmarks: - LLM Evaluation Through Explanations - Contrastive Decoding for Medical LLM Hallucination
AI in Healthcare Ethics: - Healthcare XAI Through Storytelling - Clinical LLM Bias Analysis - ReflecTool: Reflection-Aware Clinical Agents