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Collections including paper arxiv:2307.14334

Biomedical Vision-Language Models (VLMs)

Some of my favorite biomedical vision-language models

med-flamingo/med-flamingo

Updated Aug 1, 2023 • 52
microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224

Zero-Shot Image Classification • Updated Sep 27, 2024 • 94.4k • 249
vinid/plip

Zero-Shot Image Classification • Updated Mar 31, 2023 • 152k • 42
Runtime error

28

📈

Webplip

Foundation models

CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

Paper • 2401.12208 • Published Jan 22, 2024 • 22
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7, 2024 • 18
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Paper • 2402.10896 • Published Feb 16, 2024 • 15
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Paper • 2402.11690 • Published Feb 18, 2024 • 8

Medical Foundation Models Evaluation

A collection of work on evaluating LLMs and Foundation Models on medical tasks (e.g., Medical Question Answering, etc.)

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Paper • 2311.16452 • Published Nov 28, 2023 • 2
Towards Generalist Biomedical AI

Paper • 2307.14334 • Published Jul 26, 2023 • 12
Almanac: Retrieval-Augmented Language Models for Clinical Medicine

Paper • 2303.01229 • Published Mar 1, 2023 • 1

Biomedical NLP papers

Papers posted on @[email protected] (Clinical, Healthcare & Biomedical NLP)

On the Compositional Generalization of Multimodal LLMs for Medical Imaging

Paper • 2412.20070 • Published 10 days ago • 40
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes

Paper • 2412.19260 • Published 11 days ago • 1
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published 12 days ago • 86
MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants

Paper • 2412.12661 • Published 21 days ago

Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

Paper • 2310.13132 • Published Oct 19, 2023 • 8
Do We Still Need Clinical Language Models?

Paper • 2302.08091 • Published Feb 16, 2023 • 3
Advancing Multimodal Medical Capabilities of Gemini

Paper • 2405.03162 • Published May 6, 2024 • 1
The impact of using an AI chatbot to respond to patient messages

Paper • 2310.17703 • Published Oct 26, 2023 • 5

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