<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://proceedings.mlr.press/v297/feed.xml" rel="self" type="application/atom+xml" /><link href="https://proceedings.mlr.press/v297/" rel="alternate" type="text/html" /><updated>2026-05-05T08:30:21+00:00</updated><id>https://proceedings.mlr.press/v297/feed.xml</id><title type="html">Proceedings of Machine Learning Research</title><subtitle>Proceedings of the Fifth Machine Learning for Health Symposium
  Held in The Westin San Diego Gaslamp Quarter, San Diego, CA, USA on 13-14 December 2025

Published as Volume 297 by the Proceedings of Machine Learning Research on 05 May 2026.

Volume Edited by:
  Peniel Argaw
  Haoran Zhang
  Sarah Jabbour
  Payal Chandak
  Jerry Ji
  Sumit Mukherjee
  Olawale Salaudeen
  Trenton Chang
  Elizabeth Healey
  Fabian Gröger
  Amin Adibi
  Stefan Hegselmann
  Benjamin Wild
  Ayush Noori

Series Editors:
  Neil D. Lawrence
</subtitle><author><name>PMLR</name></author><entry><title type="html">Faithful or Just Plausible? Evaluating the Faithfulness of Closed-Source LLMs in Medical Reasoning</title><link href="https://proceedings.mlr.press/v297/afolabi26a.html" rel="alternate" type="text/html" title="Faithful or Just Plausible? Evaluating the Faithfulness of Closed-Source LLMs in Medical Reasoning" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/afolabi26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/afolabi26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Halimat&quot;, &quot;family&quot;=&gt;&quot;Afolabi&quot;}, {&quot;given&quot;=&gt;&quot;Zainab&quot;, &quot;family&quot;=&gt;&quot;Afolabi&quot;}, {&quot;given&quot;=&gt;&quot;Elizabeth&quot;, &quot;family&quot;=&gt;&quot;Friel&quot;}, {&quot;given&quot;=&gt;&quot;Jude&quot;, &quot;family&quot;=&gt;&quot;Roberts&quot;}, {&quot;given&quot;=&gt;&quot;Antonio&quot;, &quot;family&quot;=&gt;&quot;Ji-Xu&quot;}, {&quot;given&quot;=&gt;&quot;Lloyd&quot;, &quot;family&quot;=&gt;&quot;Chen&quot;}, {&quot;given&quot;=&gt;&quot;Egheosa&quot;, &quot;family&quot;=&gt;&quot;Ogbomo&quot;}, {&quot;given&quot;=&gt;&quot;Emiliomo&quot;, &quot;family&quot;=&gt;&quot;Imevbore&quot;}, {&quot;given&quot;=&gt;&quot;Phil&quot;, &quot;family&quot;=&gt;&quot;Eneje&quot;}, {&quot;given&quot;=&gt;&quot;Wissal&quot;, &quot;family&quot;=&gt;&quot;El Ouahidi&quot;}, {&quot;given&quot;=&gt;&quot;Aaron&quot;, &quot;family&quot;=&gt;&quot;Sohal&quot;}, {&quot;given&quot;=&gt;&quot;Alisa&quot;, &quot;family&quot;=&gt;&quot;Kennan&quot;}, {&quot;given&quot;=&gt;&quot;Shreya&quot;, &quot;family&quot;=&gt;&quot;Srivastava&quot;}, {&quot;given&quot;=&gt;&quot;Anirudh&quot;, &quot;family&quot;=&gt;&quot;Vairavan&quot;}, {&quot;given&quot;=&gt;&quot;Laura&quot;, &quot;family&quot;=&gt;&quot;Napitu&quot;}, {&quot;given&quot;=&gt;&quot;Katie&quot;, &quot;family&quot;=&gt;&quot;McClure&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Group-Sparse Manifold-Aware Integrated Gradients for Multimodal Transformers on EHR Trajectories</title><link href="https://proceedings.mlr.press/v297/amirahmadi26a.html" rel="alternate" type="text/html" title="Group-Sparse Manifold-Aware Integrated Gradients for Multimodal Transformers on EHR Trajectories" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/amirahmadi26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/amirahmadi26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Ali&quot;, &quot;family&quot;=&gt;&quot;Amirahmadi&quot;}, {&quot;given&quot;=&gt;&quot;Farzaneh&quot;, &quot;family&quot;=&gt;&quot;Etminani&quot;}, {&quot;given&quot;=&gt;&quot;Mattias&quot;, &quot;family&quot;=&gt;&quot;Ohlsson&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">ClinPath: A General-Purpose Knowledge Graph with LLM Reasoning For Understanding Clinical Interactions</title><link href="https://proceedings.mlr.press/v297/ankireddy26a.html" rel="alternate" type="text/html" title="ClinPath: A General-Purpose Knowledge Graph with LLM Reasoning For Understanding Clinical Interactions" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/ankireddy26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/ankireddy26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Sahithi&quot;, &quot;family&quot;=&gt;&quot;Ankireddy&quot;}, {&quot;given&quot;=&gt;&quot;Purvi&quot;, &quot;family&quot;=&gt;&quot;Sehgal&quot;}, {&quot;given&quot;=&gt;&quot;Adam&quot;, &quot;family&quot;=&gt;&quot;Wierman&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Prostate-VarBench: A Benchmark with Interpretable TabNet Framework for Prostate Cancer Variant Classification</title><link href="https://proceedings.mlr.press/v297/arellano-tavara26a.html" rel="alternate" type="text/html" title="Prostate-VarBench: A Benchmark with Interpretable TabNet Framework for Prostate Cancer Variant Classification" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/arellano-tavara26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/arellano-tavara26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Abraham Francisco&quot;, &quot;family&quot;=&gt;&quot;Arellano Tavara&quot;}, {&quot;given&quot;=&gt;&quot;Umesh&quot;, &quot;family&quot;=&gt;&quot;Kumar&quot;}, {&quot;given&quot;=&gt;&quot;Jathurshan&quot;, &quot;family&quot;=&gt;&quot;Pradeepkumar&quot;}, {&quot;given&quot;=&gt;&quot;Jimeng&quot;, &quot;family&quot;=&gt;&quot;Sun&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">RadGame: An AI-Powered Platform for Radiology Education</title><link href="https://proceedings.mlr.press/v297/baharoon26a.html" rel="alternate" type="text/html" title="RadGame: An AI-Powered Platform for Radiology Education" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/baharoon26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/baharoon26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Mohammed&quot;, &quot;family&quot;=&gt;&quot;Baharoon&quot;}, {&quot;given&quot;=&gt;&quot;Siavash&quot;, &quot;family&quot;=&gt;&quot;Raissi&quot;}, {&quot;given&quot;=&gt;&quot;John S.&quot;, &quot;family&quot;=&gt;&quot;Jun&quot;}, {&quot;given&quot;=&gt;&quot;Thibault&quot;, &quot;family&quot;=&gt;&quot;Heintz&quot;}, {&quot;given&quot;=&gt;&quot;Mahmoud&quot;, &quot;family&quot;=&gt;&quot;Alabbad&quot;}, {&quot;given&quot;=&gt;&quot;Ali&quot;, &quot;family&quot;=&gt;&quot;Alburkani&quot;}, {&quot;given&quot;=&gt;&quot;Sung Eun&quot;, &quot;family&quot;=&gt;&quot;Kim&quot;}, {&quot;given&quot;=&gt;&quot;Kent&quot;, &quot;family&quot;=&gt;&quot;Kleinschmidt&quot;}, {&quot;given&quot;=&gt;&quot;Abdulrahman O.&quot;, &quot;family&quot;=&gt;&quot;Alhumaydhi&quot;}, {&quot;given&quot;=&gt;&quot;Mohannad Mohammed G.&quot;, &quot;family&quot;=&gt;&quot;Alghamdi&quot;}, {&quot;given&quot;=&gt;&quot;Jeremy Francis&quot;, &quot;family&quot;=&gt;&quot;Palacio&quot;}, {&quot;given&quot;=&gt;&quot;Mohammed&quot;, &quot;family&quot;=&gt;&quot;Bukhaytan&quot;}, {&quot;given&quot;=&gt;&quot;Noah Michael&quot;, &quot;family&quot;=&gt;&quot;Prudlo&quot;}, {&quot;given&quot;=&gt;&quot;Rithvik&quot;, &quot;family&quot;=&gt;&quot;Akula&quot;}, {&quot;given&quot;=&gt;&quot;Brady&quot;, &quot;family&quot;=&gt;&quot;Chrisler&quot;}, {&quot;given&quot;=&gt;&quot;Benjamin&quot;, &quot;family&quot;=&gt;&quot;Galligos&quot;}, {&quot;given&quot;=&gt;&quot;Mohammed O.&quot;, &quot;family&quot;=&gt;&quot;Almutairi&quot;}, {&quot;given&quot;=&gt;&quot;Mazeen Mohammed&quot;, &quot;family&quot;=&gt;&quot;Alanazi&quot;}, {&quot;given&quot;=&gt;&quot;Nasser M.&quot;, &quot;family&quot;=&gt;&quot;Alrashdi&quot;}, {&quot;given&quot;=&gt;&quot;Joel Jihwan&quot;, &quot;family&quot;=&gt;&quot;Hwang&quot;}, {&quot;given&quot;=&gt;&quot;Sri Sai Dinesh&quot;, &quot;family&quot;=&gt;&quot;Jaliparthi&quot;}, {&quot;given&quot;=&gt;&quot;Luke David&quot;, &quot;family&quot;=&gt;&quot;Nelson&quot;}, {&quot;given&quot;=&gt;&quot;Nathaniel&quot;, &quot;family&quot;=&gt;&quot;Nguyen&quot;}, {&quot;given&quot;=&gt;&quot;Sathvik&quot;, &quot;family&quot;=&gt;&quot;Suryadevara&quot;}, {&quot;given&quot;=&gt;&quot;Steven&quot;, &quot;family&quot;=&gt;&quot;Kim&quot;}, {&quot;given&quot;=&gt;&quot;Mohammed F.&quot;, &quot;family&quot;=&gt;&quot;Mohammed&quot;}, {&quot;given&quot;=&gt;&quot;Yevgeniy R.&quot;, &quot;family&quot;=&gt;&quot;Semenov&quot;}, {&quot;given&quot;=&gt;&quot;Kun-Hsing&quot;, &quot;family&quot;=&gt;&quot;Yu&quot;}, {&quot;given&quot;=&gt;&quot;Abdulrhman&quot;, &quot;family&quot;=&gt;&quot;Aljouie&quot;}, {&quot;given&quot;=&gt;&quot;Hassan&quot;, &quot;family&quot;=&gt;&quot;AlOmaish&quot;}, {&quot;given&quot;=&gt;&quot;Adam&quot;, &quot;family&quot;=&gt;&quot;Rodman&quot;}, {&quot;given&quot;=&gt;&quot;Pranav&quot;, &quot;family&quot;=&gt;&quot;Rajpurkar&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Privacy-Preserving Generative Modeling and Clinical Validation of Longitudinal Health Records for Chronic Disease</title><link href="https://proceedings.mlr.press/v297/ballyk26a.html" rel="alternate" type="text/html" title="Privacy-Preserving Generative Modeling and Clinical Validation of Longitudinal Health Records for Chronic Disease" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/ballyk26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/ballyk26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Benjamin D.&quot;, &quot;family&quot;=&gt;&quot;Ballyk&quot;}, {&quot;given&quot;=&gt;&quot;Ankit&quot;, &quot;family&quot;=&gt;&quot;Gupta&quot;}, {&quot;given&quot;=&gt;&quot;Sujay&quot;, &quot;family&quot;=&gt;&quot;Konda&quot;}, {&quot;given&quot;=&gt;&quot;Kavitha&quot;, &quot;family&quot;=&gt;&quot;Subramanian&quot;}, {&quot;given&quot;=&gt;&quot;Chris&quot;, &quot;family&quot;=&gt;&quot;Landon&quot;}, {&quot;given&quot;=&gt;&quot;Ahmed Ammar&quot;, &quot;family&quot;=&gt;&quot;Naseer&quot;}, {&quot;given&quot;=&gt;&quot;Georg&quot;, &quot;family&quot;=&gt;&quot;Maierhofer&quot;}, {&quot;given&quot;=&gt;&quot;Sumanth&quot;, &quot;family&quot;=&gt;&quot;Swaminathan&quot;}, {&quot;given&quot;=&gt;&quot;Vasudevan&quot;, &quot;family&quot;=&gt;&quot;Venkateshwaran&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Offline Surgical QA with Decomposed Retrieval and Synthesis for Resource-Constrained Settings</title><link href="https://proceedings.mlr.press/v297/bhattacharyya26a.html" rel="alternate" type="text/html" title="Offline Surgical QA with Decomposed Retrieval and Synthesis for Resource-Constrained Settings" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/bhattacharyya26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/bhattacharyya26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Kiran&quot;, &quot;family&quot;=&gt;&quot;Bhattacharyya&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Visual Medical Entity Linking with VELCRO</title><link href="https://proceedings.mlr.press/v297/carbone26a.html" rel="alternate" type="text/html" title="Visual Medical Entity Linking with VELCRO" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/carbone26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/carbone26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Kathryn&quot;, &quot;family&quot;=&gt;&quot;Carbone&quot;}, {&quot;given&quot;=&gt;&quot;Liam&quot;, &quot;family&quot;=&gt;&quot;Hebert&quot;}, {&quot;given&quot;=&gt;&quot;Robin&quot;, &quot;family&quot;=&gt;&quot;Cohen&quot;}, {&quot;given&quot;=&gt;&quot;Lukasz&quot;, &quot;family&quot;=&gt;&quot;Golab&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Topoformer: Topology-Infused Transformers for Medical Imaging</title><link href="https://proceedings.mlr.press/v297/chakraborty26a.html" rel="alternate" type="text/html" title="Topoformer: Topology-Infused Transformers for Medical Imaging" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/chakraborty26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/chakraborty26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Sayoni&quot;, &quot;family&quot;=&gt;&quot;Chakraborty&quot;}, {&quot;given&quot;=&gt;&quot;Philmore&quot;, &quot;family&quot;=&gt;&quot;Koung&quot;}, {&quot;given&quot;=&gt;&quot;Baris&quot;, &quot;family&quot;=&gt;&quot;Coskunuzer&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">What do LLMs value? An evaluation framework for revealing subjective trade-offs in assessment of glycemic control</title><link href="https://proceedings.mlr.press/v297/chandak26a.html" rel="alternate" type="text/html" title="What do LLMs value? An evaluation framework for revealing subjective trade-offs in assessment of glycemic control" /><published>2026-05-05T00:00:00+00:00</published><updated>2026-05-05T00:00:00+00:00</updated><id>https://proceedings.mlr.press/v297/chandak26a</id><content type="html" xml:base="https://proceedings.mlr.press/v297/chandak26a.html"><![CDATA[]]></content><author><name>[{&quot;given&quot;=&gt;&quot;Payal&quot;, &quot;family&quot;=&gt;&quot;Chandak&quot;}, {&quot;given&quot;=&gt;&quot;Elizabeth&quot;, &quot;family&quot;=&gt;&quot;Healey&quot;}, {&quot;given&quot;=&gt;&quot;Maria F.&quot;, &quot;family&quot;=&gt;&quot;Villa-Tamayo&quot;}, {&quot;given&quot;=&gt;&quot;Agatha F.&quot;, &quot;family&quot;=&gt;&quot;Scheideman&quot;}, {&quot;given&quot;=&gt;&quot;Mandy M.&quot;, &quot;family&quot;=&gt;&quot;Shao&quot;}, {&quot;given&quot;=&gt;&quot;Chiara&quot;, &quot;family&quot;=&gt;&quot;Fabris&quot;}, {&quot;given&quot;=&gt;&quot;Kenneth D.&quot;, &quot;family&quot;=&gt;&quot;Mandl&quot;}, {&quot;given&quot;=&gt;&quot;Isaac&quot;, &quot;family&quot;=&gt;&quot;Kohane&quot;}, {&quot;given&quot;=&gt;&quot;David C.&quot;, &quot;family&quot;=&gt;&quot;Klonoff&quot;}]</name></author><summary type="html"><![CDATA[]]></summary></entry></feed>