Last Week in Medical AI: Top Research Papers/Models ๐ฅ ๐ (December 7 โ December 14, 2024)
Medical LLM & Other Models - PediaBench: Chinese Pediatric LLM - Comprehensive pediatric dataset - Advanced benchmarking platform - Chinese healthcare innovation - BiMediX: Bilingual Medical LLM - Multilingual medical expertise - Diverse medical knowledge integration - Cross-cultural healthcare insights - MMedPO: Vision-Language Medical LLM - Clinical multimodal optimization - Advanced medical image understanding - Precision healthcare modeling
Frameworks and Methodologies - TOP-Training: Medical Q&A Framework - Hybrid RAG: Secure Medical Data Management - Zero-Shot ATC Clinical Coding - Chest X-Ray Diagnosis Architecture - Medical Imaging AI Democratization
Benchmarks & Evaluations - KorMedMCQA: Korean Healthcare Licensing Benchmark - Large Language Model Medical Tasks - Clinical T5 Model Performance Study - Radiology Report Quality Assessment - Genomic Analysis Benchmarking
Medical LLM Applications - BRAD: Digital Biology Language Model - TCM-FTP: Herbal Prescription Prediction - LLaSA: Activity Analysis via Sensors - Emergency Department Visit Predictions - Neurodegenerative Disease AI Diagnosis - Kidney Disease Explainable AI Model
Ethical AI & Privacy - Privacy-Preserving LLM Mechanisms - AI-Driven Digital Organism Modeling - Biomedical Research Automation - Multimodality in Medical Practice