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 (September 14 - September 21, 2024)
π Medical AI Paper of the Week - How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities
Medical LLM & Other Models - GP-GPT: LLMs for Gene-Phenotype Mapping - HuatuoGPT-II, 1-stage Training for Medical LLMs - HuatuoGPT-Vision: Multimodal Medical LLMs - Apollo: A Lightweight Multilingual Medical LLM - GMISeg: General Medical Image Segmentation
Frameworks and Methodologies - CoD: Chain of Diagnosis for Medical Agents - How to Build the Virtual Cell with AI - Interpretable Visual Concept Discovery with SAM - Aligning Human Knowledge for Explainable Med Image - ReXErr: Synthetic Errors in Radiology Reports - Veridical Data Science for Medical Foundation Models - Fine Tuning LLMs for Medicine: The Role of DPO
Clinical Trials: - LLMs to Generate Clinical Trial Tables and Figures - LLMs for Clinical Report Correction - AlpaPICO: LLMs for Clinical Trial PICO Frames
Medical LLM Applications - Microsoft's Learnings of Large-Scale Bot Deployment in Medical
Thank you for your continued support and love for this series! Stay up-to-date with weekly updates on Medical LLMs, datasets, and top research papers by following @aaditya π€
Last Week in Medical AI: Top Research Papers/Models π (September 7 - September 14, 2024)
π Medical AI Paper of the week Chai-1 Foundation model molecular structure prediction
Medical LLMs & Benchmarks - BrainWave: A Brain Signal Foundation Model - DS-ViT: Vision Transformer for Alzheimerβs Diagnosis - EyeCLIP: Visualβlanguage model for ophthalmic - Segment Anything Model for Tumor Segmentation - MEDIC: Evaluating LLMs in Clinical Applications
Medical LLM Applications - KARGEN: Radiology Report Generation LLMs - DrugAgent: Explainable Drug Repurposing Agents - Improving RAG in Medicine with Follow-up Questions
Frameworks and Methodologies - Infrastructure for Automatic Cell Segmentation - Data Alignment for Dermatology AI - Diagnostic Reasoning in Natural Language - Two-Stage Instruction Fine-tuning Approach for Med
AI in Healthcare Ethics - Concerns and Choices of Using LLMs for Healthcare - Understanding Fairness in Recommender Systems - Towards Fairer Health Recommendations
Thank you for your continued support and love for this series! Stay up-to-date with weekly updates on Medical LLMs, datasets, and top research papers by following @aaditya π€