<p>3DReasonKnee: Advancing grounded reasoning in medical vision language models</p>

Sraavya Sambara; Sung Eun Kim; Xiaoman Zhang; Luyang Luo; Shreya Johri; Mohammed Baharoon; Du Hyun Ro; Pranav Rajpurkar

doi:10.7490/f1000research.1120304.1

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Sambara S, Kim SE, Zhang X et al. 3DReasonKnee: Advancing grounded reasoning in medical vision language models [version 1; not peer reviewed]. F1000Research 2025, 14:996 (poster) (https://doi.org/10.7490/f1000research.1120304.1)

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3DReasonKnee: Advancing grounded reasoning in medical vision language models

Sraavya Sambara, Sung Eun Kim, Xiaoman Zhang, Luyang Luo, Shreya Johri, Mohammed Baharoon, Du Hyun Ro, Pranav Rajpurkar¹

Published 29 Sep 2025 (https://doi.org/10.7490/f1000research.1120304.1)

Author Affiliations

¹ Harvard Medical School Department of Biomedical Informatics, Boston, Massachusetts, USA

Copyright © 2025 Sambara S et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Published 29 Sep 2025

3DReasonKnee: Advancing grounded reasoning in medical vision language models
[version 1; not peer reviewed]

Sraavya Sambara, Sung Eun Kim, Xiaoman Zhang, Luyang Luo, Shreya Johri, Mohammed Baharoon, Du Hyun Ro, Pranav Rajpurkar¹

Author Affiliations

¹ Harvard Medical School Department of Biomedical Informatics, Boston, Massachusetts, USA

Presented at

Pacific Symposium on Biocomputing (PSB) 2025

Competing Interests

No competing interests were disclosed

Keywords

Grounded reasoning, Chain of thought, knee MRI, Vision language model

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