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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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 🔥
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🏅 (October 26 - November 2, 2024)
🏅 (October 26 - November 2, 2024)
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🏅 Medical AI Paper of the Week:
🏅 Medical AI Paper of the Week:
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Google Presents MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Google Presents MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
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Medical LLM & Other Models:
Medical LLM & Other Models:
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- Matchmaker: Schema Matching with LLMs
- Matchmaker: Schema Matching with LLMs
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- UltraMedical: Specialized Biomedical Models
- UltraMedical: Specialized Biomedical Models
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- ZALM3: Vision-Language Medical Dialogue
- ZALM3: Vision-Language Medical Dialogue
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- EchoFM: Echocardiogram Foundation Model
- EchoFM: Echocardiogram Foundation Model
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Frameworks and Methodologies:
Frameworks and Methodologies:
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- FEDKIM: Federated Medical Knowledge Injection
- FEDKIM: Federated Medical Knowledge Injection
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- Flex-MoE: Flexible Modality Combination
- Flex-MoE: Flexible Modality Combination
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- MAISI: Synthetic Medical Imaging
- MAISI: Synthetic Medical Imaging
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- Cough-E: Edge Privacy Detection
- Cough-E: Edge Privacy Detection
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- MassSpecGym: Molecule Identification
- MassSpecGym: Molecule Identification
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Medical LLM Applications:
Medical LLM Applications:
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- DiaMond: Multi-Modal Dementia Diagnosis
- DiaMond: Multi-Modal Dementia Diagnosis
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- LLM-Forest: Health Data Imputation
- LLM-Forest: Health Data Imputation
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- Medical Multimodal Visual Grounding
- Medical Multimodal Visual Grounding
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- Clinical Evidence Synthesis with LLMs
- Clinical Evidence Synthesis with LLMs
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Medical LLMs & Benchmarks:
Medical LLMs & Benchmarks:
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- Histopathology Models Beyond H&E
- Histopathology Models Beyond H&E
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- LLMs in Mental Health Counseling
- LLMs in Mental Health Counseling
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- Medical Dataset Reuse Analysis
- Medical Dataset Reuse Analysis
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AI in Healthcare Ethics:
AI in Healthcare Ethics:
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- LLMs in Medical Education
- LLMs in Medical Education
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- Medical Exam Question Generation
- Medical Exam Question Generation
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- Clinical Knowledge Graph Integration
- Clinical Knowledge Graph Integration
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Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!
Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!
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- Full Thread: 
- Full Thread: 
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https://x.com/OpenlifesciAI/status/1852685220912464066
https://x.com/OpenlifesciAI/status/1852685220912464066
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- YouTube:  
- YouTube:  
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https://youtu.be/3O3xjaMCXHI
https://youtu.be/3O3xjaMCXHI
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- Spotify:  
- Spotify:  
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https://open.spotify.com/episode/05trbTbtVZcfI7ycA5Z3Tt?si=706b74626f714aa1
https://open.spotify.com/episode/05trbTbtVZcfI7ycA5Z3Tt?si=706b74626f714aa1
Last Week in Medical AI: Top Research Papers/Models 🔥
🏅 (October 26 - November 2, 2024)

🏅 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

Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!

- Full Thread: https://x.com/OpenlifesciAI/status/1852685220912464066
- YouTube:  https://youtu.be/3O3xjaMCXHI
- Spotify:  https://open.spotify.com/episode/05trbTbtVZcfI7ycA5Z3Tt?si=706b74626f714aa1
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