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
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
Last Week in Medical AI: Top Research Papers/Models ๐ฅ (November 2 -November 9, 2024)
๐ Medical AI Paper of the Week: Exploring Large Language Models for Specialist-level Oncology Care
Medical LLM & Other Models: - GSCo: Generalist-Specialist AI Collaboration - PediatricsGPT: Chinese Pediatric Assistant - MEG: Knowledge-Enhanced Medical QA - AutoProteinEngine: Multimodal Protein LLM
Frameworks and Methodologies: - BrainSegFounder: 3D Neuroimage Analysis - PASSION: Sub-Saharan Dermatology Dataset - SAM for Lung X-ray Segmentation - Label Critic: Data-First Approach - Medprompt Runtime Strategies
Medical LLM Applications: - CataractBot: Patient Support System - CheX-GPT: X-ray Report Enhancement - CardioAI: Cancer Cardiotoxicity Monitor - HealthQ: Healthcare Conversation Chain - PRObot: Diabetic Retinopathy Assistant
Medical LLMs & Benchmarks: - MediQ: Clinical Reasoning Benchmark - Touchstone: Segmentation Evaluation - Medical LLM Adaptation Progress - Fine-Tuning Medical QA Strategies
AI in Healthcare Ethics: - Healthcare Robotics with LLMs - XAI in Clinical Practice - Precision Rehabilitation Framework - Multimodal AI Challenges
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Last Week in Medical AI: Top Research Papers/Models ๐ฅ ๐ (October 26 - November 2, 2024)
๐ 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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Last Week in Medical AI: Top Research Papers/Models ๐ฅ ๐ (October 19-26, 2024)
๐ Medical AI Paper of the Week: Safety principles for medical summarization using generative AI by Google
Medical LLM & Other Models: - BioMistral-NLU: Medical Vocab Understanding - Bilingual Multimodal LLM for Biomedical Tasks - Metabolic-Enhanced LLMs for Clinical Analysis - Dermatology Foundation Model
Frameworks and Methodologies: - Back-in-Time: Medical Deepfake Detection - Hybrid GenAI for Crystal Design - VISAGE: Video Synthesis for Surgery - MoRE: Multi-Modal X-Ray/ECG Pretraining - SleepCoT: Personalized Health via CoT
Medical LLM Applications: - ONCOPILOT: CT Model for Tumors - LMLPA: Linguistic Personality Assessment - GenAI for Medical Training
Medical LLMs & Benchmarks: - LLM Evaluation Through Explanations - Contrastive Decoding for Medical LLM Hallucination
AI in Healthcare Ethics: - Healthcare XAI Through Storytelling - Clinical LLM Bias Analysis - ReflecTool: Reflection-Aware Clinical Agents
Last Week in Medical AI: Top LLM Research Papers/Models ๐ฅ ๐ (October 12 - October 19, 2024)
Medical LLM & Other Models: - OLAPH: Factual Biomedical LLM QA - LLMD: Interpreting Longitudinal Medical Records - LifeGPT: Generative Transformer for Cells - MedCare: Decoupled Clinical LLM Alignment - Y-Mol: Biomedical LLM for Drug Development
Frameworks and Methodologies: - MedINST: Biomedical Instructions Meta Dataset - Democratizing Medical LLMs via Language Experts - MCQG-SRefine: Iterative Question Generation - Adaptive Medical Language Agents - MeNTi: Medical LLM with Nested Tools
Medical LLM Applications: - AGENTiGraph: LLM Chatbots with Private Data - MMed-RAG: Multimodal Medical RAG System - Medical Graph RAG: Safe LLM via Retrieval - MedAide: Multi-Agent Medical LLM Collaboration - Synthetic Clinical Trial Generation
Medical LLMs & Benchmarks: - WorldMedQA-V: Multimodal Medical LLM Dataset - HEALTH-PARIKSHA: RAG Models Evaluation - Synthetic Data for Medical Vision-Language
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Medical LLM & Other Models: - LLM Framework for Rare Disease Phenotyping - ONCOPILOT: CT Foundation Model for Tumors - FMBench: Fairness in Medical MLLMs - GP-GPT: LLM for Gene-Phenotype Mapping - MedAdapter: Efficient LLM Medical Adaptation - RespLLM: Multimodal LLM for Respiratory Health - MDAgents: LLM Collaboration for Medical Decisions - MedVisionLlama: LLM Medical Image Segmentation
Frameworks and Methodologies: - ReXplain: AI-Driven Radiology Video Reports - BioDiscoveryAgent: AI for Genetic Experiments - ZODIAC: Multi-Agent Cardiological Diagnostics - OLAPH: Improving Biomedical LLM Factuality - OmniGenBench: Benchmarking Genomic Models
Medical LLM Applications: - MMedAgent: Multimodal Medical Tool Use - AI for Mental Health Support - LLMs for Mental Disorders Detection - PharmacyGPT: AI Pharmacist Framework
Medical LLMs & Benchmarks: - CliMedBench: Chinese Medical LLM Benchmark - MedSafetyBench: Evaluating Medical LLM Safety
AI in Healthcare Ethics: - LLM-based Medical Dialogue Preference Alignment - Trustworthiness in Medical Imaging Models
Last Week in Medical AI: Top Research Papers/Models ๐ (September 14 - September 21, 2024)
๐ 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
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Last Week in Medical AI: Top Research Papers/Models ๐ (September 7 - September 14, 2024)
๐ 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 Alzheimerโs Diagnosis - EyeCLIP: Visualโlanguage 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 ๐ค
Last Week in Medical AI: Top Research Papers/Models ๐ (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 ๐ค
Last Week in Medical AI: Top Research Papers/Models ๐ (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 ...