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€
Last Week in Medical AI: Top Research Papers/Models π (September 1 - September 7, 2024)
Medical LLM & Other Models : - CancerLLM: Large Language Model in Cancer Domain - MedUnA: Vision-Language Models for Medical Image - Foundation Model for Robotic Endoscopic Surgery - Med-MoE: MoE for Medical Vision-Language Models - CanvOI: Foundation Model for Oncology - UniUSNet: Ultrasound Disease Prediction - DHIN: Decentralized Health Intelligence Network
Medical Benchmarks and Evaluations: - TrialBench: Clinical Trial Datasets & Benchmark - LLMs for Medical Q&A Evaluation - MedFuzz: Exploring Robustness Medical LLMs - MedS-Bench: Evaluating LLMs in Clinical Tasks - DiversityMedQA: Assessing LLM Bias in Diagnosis - LLM Performance in Gastroenterology
LLM Digital Twins: - Digital Twins for Rare Gynecological Tumors - DT-GPT: Digital Twins for Patient Health Forecasting
Medical LLM Applications: - HIPPO: Explainable AI for Pathology - LLMs vs Humans in CBT Therapy - ASD-Chat: LLMs for Autistic Children - LLMs for Mental Health - LLMs for Postoperative Risk Prediction Frameworks and Methodologies: - Rx Strategist: LLM-based Prescription Verification - Medical Confidence Elicitation - Guardrails for Medical LLMs
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 (August 25 - August 31, 2024)
- MultiMed: Multimodal Medical Benchmark - A Foundation model for generating chest X-ray images - MEDSAGE: Medical Dialogue Summarization - Knowledge Graphs for Radiology Report Generation - Exploring Multi-modal LLMs for Chest X-ray - Improving Clinical Note Generation ...
Outperforms industry giants like GPT-4, Gemini, Meditron-70B, Med-PaLM-1, and Med-PaLM-2 in the biomedical domain. π₯π π
OpenBioLLM-70B delivers SOTA performance, setting a new state-of-the-art for models of its size. OpenBioLLM-8B model and even surpasses GPT-3.5, Gemini, and Meditron-70B! π
Today's release is just the beginning! In the coming months, we'll be introducing: