Matthew Lungren

schoolMicrosoftbar_chart#6765 Global Rank

Total Papers

HCI Rank

#6765

Research Areas

Years Active

Recent Publications

Exploring the Future of AI in Clinical Collaboration: A Study on Tumor Board Case Preparation

Multidisciplinary tumor boards (MTBs) bring specialists together to identify therapies for complex cancer cases, but preparing for them is time-intensive. Clinicians must extract key details from extensive records and evaluate treatment options. While large language models (LLMs) show promise in medicine for basic tas…

CHI '245th+ AuthorGenerative AI (Text, Image, Music, Video) +2

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

Recent advances in AI combine large language models (LLMs) with vision encoders that bring forward unprecedented technical capabilities to leverage for a wide range of healthcare applications. Focusing on the domain of radiology, vision-language models (VLMs) achieve good performance results for tasks such as generati…

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