Last Week in Medical AI: Top Research Papers/Models š„ š (October 26 - November 2, 2024)
š Medical AI Paper of the Week: Google Presents 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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