Jekyll2026-06-30T09:23:10+00:00https://proceedings.mlr.press/v333/feed.xmlProceedings of Machine Learning ResearchProceedings of the 7th Conference on Health, Inference, and Learning
Held in Pauley Ballroom, Martin Luther King Jr. Building at UC Berkeley, Berkeley, USA on 29-30 June 2026
Published as Volume 333 by the Proceedings of Machine Learning Research on 29 June 2026.
Volume Edited by:
Elizabeth Healey
Jason Fries
Tom Pollard
Shengpu Tang
Anna Zink
Tom Hartvigsen
Monica Agrawal
Sam Finlayson
Benjamin Glicksberg
Brett Beaulieu-Jones
Kai Wang
Daseyra Fontalvo
Tasmie Sarker
Irene Chen
Emily Alsentzer
Series Editors:
Neil D. Lawrence
PMLRCached Summary Embeddings for Memory-Efficient EHR Inference2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/al-attrach26a[{"given"=>"Rafi", "family"=>"Al Attrach"}, {"given"=>"Rajna", "family"=>"Fani"}, {"given"=>"David", "family"=>"Restrepo"}, {"given"=>"Yugang", "family"=>"Jia"}, {"given"=>"Leo Anthony", "family"=>"Celi"}, {"given"=>"Peter", "family"=>"Schuffler"}]AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/al-jorf26a[{"given"=>"Baraa", "family"=>"Al Jorf"}, {"given"=>"Farah", "family"=>"Shamout"}]Toward Improving Diagnostic Reasoning for Spina Bifida Care: Benchmarking LLM–Patient Interactions2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/azhar26a[{"given"=>"Asfandyar", "family"=>"Azhar"}, {"given"=>"Shaurjya", "family"=>"Mandal"}, {"given"=>"Zaid", "family"=>"Khan"}, {"given"=>"Nidhish", "family"=>"Shah"}, {"given"=>"Curtis", "family"=>"Langlotz"}, {"given"=>"Brad", "family"=>"Dicianno"}]SocialLM: Social Signal Processing of Patient-Provider Communication using LLMs and Contextual Aggregation2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/bedmutha26a[{"given"=>"Manas Satish", "family"=>"Bedmutha"}, {"given"=>"Feng", "family"=>"Chen"}, {"given"=>"Andrea L", "family"=>"Hartzler"}, {"given"=>"Trevor", "family"=>"Cohen"}, {"given"=>"Nadir", "family"=>"Weibel"}]LapDDPM: Spectral Perturbation Diffusion for Robust Single-Cell Manifold Generation2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/bini26a[{"given"=>"Lorenzo", "family"=>"Bini"}, {"given"=>"Stephane", "family"=>"Marchand-Maillet"}]Towards the Anonymization of Masked Language Modeling2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/boutet26a[{"given"=>"Antoine", "family"=>"Boutet"}, {"given"=>"Lucas", "family"=>"Magnana"}, {"given"=>"Juliette", "family"=>"Senechal"}]ALPACA: A Reinforcement Learning Environment for Medication Repurposing and Treatment Optimization in Alzheimer’s Disease2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/brady26a[{"given"=>"Nolan", "family"=>"Brady"}, {"given"=>"Tom", "family"=>"Yeh"}]Video-based Disease Progression Simulation2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/cao26a[{"given"=>"Xu", "family"=>"Cao"}, {"given"=>"Kaizhao", "family"=>"Liang"}, {"given"=>"Kuei-Da", "family"=>"Liao"}, {"given"=>"Tianren", "family"=>"Gao"}, {"given"=>"Zhiguang", "family"=>"Ding"}, {"given"=>"Jianguo", "family"=>"Cao"}, {"given"=>"Zheng", "family"=>"Chen"}, {"given"=>"Jintai", "family"=>"Chen"}, {"given"=>"James M", "family"=>"Rehg"}, {"given"=>"Jimeng", "family"=>"Sun"}]Enhancing Extubation Failure Prediction with LLM-Derived Features from Respiratory Therapy Clinical Notes2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/chaiken26a[{"given"=>"Izzy", "family"=>"Chaiken"}, {"given"=>"Aditya", "family"=>"Khowal"}, {"given"=>"Neha A", "family"=>"Sathe"}, {"given"=>"Mark M", "family"=>"Wurfel"}, {"given"=>"Lucy Lu", "family"=>"Wang"}]ALMo: Interactive Aim-Limit-Defined, Multi-Objective System for Personalized High-Dose-Rate Brachytherapy Treatment Planning and Visualization for Cervical Cancer2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v333/chen26a[{"given"=>"Edward", "family"=>"Chen"}, {"given"=>"Natalie", "family"=>"Dullerud"}, {"given"=>"Pang Wei", "family"=>"Koh"}, {"given"=>"Thomas", "family"=>"Niedermayr"}, {"given"=>"Elizabeth", "family"=>"Kidd"}, {"given"=>"Sanmi", "family"=>"Koyejo"}, {"given"=>"Carlos", "family"=>"Guestrin"}]