Last Week in Medical AI: Top Research Papers/Models ๐ฅ ๐ (December 2 โ December 7, 2024)
Medical LLM & Models - Block MedCare: Blockchain AI & IoT - LLMs4Life: Biomedical Ontology Learning - LLaMA II for Multimodal Diagnosis - Compact LLM for EHR Privacy
Frameworks & Methods - RARE: Retrieval-Augmented Reasoning - STORM: Strategies for Rare Events - TransFair: Fair Disease Classification - PePR: Performance Per Resource - Medical LLM Best Practices
LLM Applications - Medchain: LLMs in Clinical Practice - Query Nursing Note Summarization - CLINICSUM: Patient Conversation Summaries - Text Embeddings for Classifiers
LLM Benchmarks - Polish Medical Exams Transfer - Single-Cell Omics Annotation - LLMs in Precision Medicine - Low-Resource Healthcare Challenges
Other Models - LLM Chatbot Hallucinations - Multi-stage Chest X-ray Diagnosis - EchoONE: Echocardiography AI - Radiology Report Grounding
Ethics & Fairness - Privacy in Medical Imaging - Demographic Fairness in AI