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Aaditya Ura

aaditya

https://aadityaura.github.io

AI & ML interests

ML Researcher | Creator of OpenBioLLM, Open Medical-LLM Leaderboard, MedMCQA and Med-Halt | Focus on Representation Learning on Graphs and Manifolds | NLP x Healthcare

Articles

Advancing Open-source Large Language Models in the Medical & Healthcare Domain

May 10

• 5

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Apr 19

• 99

Organizations

Posts 5

Post

310

Last Week in Medical AI: Top Research Papers/Models
🏅(September 14 - September 21, 2024)

🏅 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

....
Check the full thread: https://x.com/OpenlifesciAI/status/1837688406014300514

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 🤗

Post

2346

Last Week in Medical AI: Top Research Papers/Models
🏅(September 7 - September 14, 2024)

🏅 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 Alzheimer’s Diagnosis
- EyeCLIP: Visual–language 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

Check the full thread: https://x.com/OpenlifesciAI/status/1832476252260712788

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 🤗

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