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Last Week in Medical AI: Top Research 
Last Week in Medical AI: Top Research 
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Papers/Models
Papers/Models
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🏅 (October 5 - October 12, 2024)
🏅 (October 5 - October 12, 2024)
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🏅 Medical AI Paper of the Week:
🏅 Medical AI Paper of the Week:
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MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
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YouTube podcast of weekly papers: 
YouTube podcast of weekly papers: 
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https://youtu.be/OD3C5jirszw
https://youtu.be/OD3C5jirszw
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Medical LLM & Other Models:
Medical LLM & Other Models:
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- LLM Framework for Rare Disease Phenotyping
- LLM Framework for Rare Disease Phenotyping
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- ONCOPILOT: CT Foundation Model for Tumors
- ONCOPILOT: CT Foundation Model for Tumors
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- FMBench: Fairness in Medical MLLMs
- FMBench: Fairness in Medical MLLMs
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- GP-GPT: LLM for Gene-Phenotype Mapping
- GP-GPT: LLM for Gene-Phenotype Mapping
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- MedAdapter: Efficient LLM Medical Adaptation
- MedAdapter: Efficient LLM Medical Adaptation
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- RespLLM: Multimodal LLM for Respiratory Health
- RespLLM: Multimodal LLM for Respiratory Health
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- MDAgents: LLM Collaboration for Medical Decisions
- MDAgents: LLM Collaboration for Medical Decisions
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- MedVisionLlama: LLM Medical Image Segmentation
- MedVisionLlama: LLM Medical Image Segmentation
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Frameworks and Methodologies:
Frameworks and Methodologies:
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- ReXplain: AI-Driven Radiology Video Reports
- ReXplain: AI-Driven Radiology Video Reports
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- BioDiscoveryAgent: AI for Genetic Experiments
- BioDiscoveryAgent: AI for Genetic Experiments
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- ZODIAC: Multi-Agent Cardiological Diagnostics
- ZODIAC: Multi-Agent Cardiological Diagnostics
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- OLAPH: Improving Biomedical LLM Factuality
- OLAPH: Improving Biomedical LLM Factuality
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- OmniGenBench: Benchmarking Genomic Models
- OmniGenBench: Benchmarking Genomic Models
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Medical LLM Applications:
Medical LLM Applications:
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- MMedAgent: Multimodal Medical Tool Use
- MMedAgent: Multimodal Medical Tool Use
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- AI for Mental Health Support
- AI for Mental Health Support
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- LLMs for Mental Disorders Detection
- LLMs for Mental Disorders Detection
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- PharmacyGPT: AI Pharmacist Framework
- PharmacyGPT: AI Pharmacist Framework
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Medical LLMs & Benchmarks:
Medical LLMs & Benchmarks:
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- CliMedBench: Chinese Medical LLM Benchmark
- CliMedBench: Chinese Medical LLM Benchmark
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- MedSafetyBench: Evaluating Medical LLM Safety
- MedSafetyBench: Evaluating Medical LLM Safety
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AI in Healthcare Ethics:
AI in Healthcare Ethics:
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- LLM-based Medical Dialogue Preference Alignment
- LLM-based Medical Dialogue Preference Alignment
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- Trustworthiness in Medical Imaging Models
- Trustworthiness in Medical Imaging Models
Last Week in Medical AI: Top Research Papers/Models 
🏅 (October 5 - October 12, 2024)

🏅 Medical AI Paper of the Week:
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

YouTube podcast of weekly papers: https://youtu.be/OD3C5jirszw

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
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