Happy to share our latest paper "Adaptive Collaboration Strategy for LLMs in Medical Decision Making" We introduce MDAgents - a framework that constructs LLM team for medical decision making, showing best performance in 5 out 7 medical benchmarks. arxiv.org/abs/2404.15155

I'm excited to share my recent publication in CHIL 2024, "Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data". Our study reveals the potential of LLMs as personal health learners with wearable sensors. Arxiv: arxiv.org/pdf/2401.06866…

What unprecedented opportunities can 1M+ context open up in medicine? Introducing 🩺Med-Gemini, a family of multimodal medical models, that excel in advanced reasoning 🧠, multimodal understanding 👁️‍🗨️ and long-context processing 📃. 👉arxiv.org/abs/2404.18416

Excited to share a #ACL2024 Findings paper "EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences" co-authored with Jocelyn Shen. We provide a valuable data for work in empathetic AI, quantitative exploration of cognitive insights and empathy modeling.

A framework for LLMs to make inference about health based on contextual information and physiological data. Our fine-tuned model HealthAlpaca, showed best performance in 8 out 10 healthcare tasks.

[Please RT📢] SEA Lab (sea-lab.space) is hiring 1 postdoc in Spring/Fall'25 and 1-2 PhD in Fall'25! We build next-gen #HCI and #HAI techniques for health & medical applications. Visit JOIN US page for more details. FAQs are highly recommended to read before applying.

I will be at #NeurIPS2024 from December 10-16. Thrilled to present our oral paper(MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making) on Friday, December 13th (15:50-16:10 PST). 🔍 Learn more: Project page: lnkd.in/e67E7iPA

🤷‍♂️ When and why do Foundation Models hallucinate or confabulate in healthcare, and what's the real-world impact on medical practice? 💔 Our work tackles this urgent question, defining "Medical Hallucinations" AND revealing experimental results. Paper: medrxiv.org/content/10.110…