Jekyll2026-07-05T14:58:38+00:00https://proceedings.mlr.press/v252/feed.xmlProceedings of Machine Learning ResearchProceedings of the 9th Machine Learning for Healthcare Conference
Held in Toronto, Canada on 16-17 August 2024
Published as Volume 252 by the Proceedings of Machine Learning Research on 25 November 2024.
Volume Edited by:
Kaivalya Deshpande
Madalina Fiterau
Shalmali Joshi
Zachary Lipton
Rajesh Ranganath
Iñigo Urteaga
Series Editors:
Neil D. Lawrence
PMLRMedAutoCorrect: Image-Conditioned Autocorrection in Medical Reporting2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/asiimwe24a[{"given"=>"Arnold Caleb", "family"=>"Asiimwe"}, {"given"=>"Didac Suris", "family"=>"Coll-Vinent"}, {"given"=>"Pranav", "family"=>"Rajpurkar"}, {"given"=>"Carl", "family"=>"Vondrick"}]Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/banerjee24a[{"given"=>"Oishi", "family"=>"Banerjee"}, {"given"=>"Hong-Yu", "family"=>"Zhou"}, {"given"=>"Kay", "family"=>"Wu"}, {"given"=>"Subathra", "family"=>"Adithan"}, {"given"=>"Stephen", "family"=>"Kwak"}, {"given"=>"Pranav", "family"=>"Rajpurkar"}]Leveraging LLMs for Multimodal Medical Time Series Analysis2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/chan24a[{"given"=>"Nimeesha", "family"=>"Chan"}, {"given"=>"Felix", "family"=>"Parker"}, {"given"=>"William C", "family"=>"Bennett"}, {"given"=>"Tianyi", "family"=>"Wu"}, {"given"=>"Mung Yao", "family"=>"Jia"}, {"given"=>"James Fackler", "family"=>"MD"}, {"given"=>"Kimia", "family"=>"Ghobadi"}]Beyond Clinical Trials: Using Real World Evidence to Investigate Heterogeneous, Time-Varying Treatment Effects2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/chien24a[{"given"=>"Isabel", "family"=>"Chien"}, {"given"=>"Cliff", "family"=>"Wong"}, {"given"=>"Zelalem", "family"=>"Gero"}, {"given"=>"Jaspreet", "family"=>"Bagga"}, {"given"=>"Risa", "family"=>"Ueno"}, {"given"=>"Richard E.", "family"=>"Turner"}, {"given"=>"Roshanthi K.", "family"=>"Weerasinghe"}, {"given"=>"Brian", "family"=>"Piening"}, {"given"=>"Tristan", "family"=>"Naumann"}, {"given"=>"Carlo", "family"=>"Bifulco"}, {"given"=>"Hoifung", "family"=>"Poon"}, {"given"=>"Javier González", "family"=>"Hernández"}]MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/choi24a[{"given"=>"Jihye", "family"=>"Choi"}, {"given"=>"Nils", "family"=>"Palumbo"}, {"given"=>"Prasad", "family"=>"Chalasani"}, {"given"=>"Matthew M.", "family"=>"Engelhard"}, {"given"=>"Somesh", "family"=>"Jha"}, {"given"=>"Anivarya", "family"=>"Kumar"}, {"given"=>"David", "family"=>"Page"}]NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/dagli24a[{"given"=>"Rishit", "family"=>"Dagli"}, {"given"=>"Atsuhiro", "family"=>"Hibi"}, {"given"=>"Rahul", "family"=>"Krishnan"}, {"given"=>"Pascal N", "family"=>"Tyrrell"}]Multinomial belief networks for healthcare data2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/donker24a[{"given"=>"Hylke Cornelis", "family"=>"Donker"}, {"given"=>"Dorien", "family"=>"Neijzen"}, {"given"=>"Johann", "family"=>"Jong", "prefix"=>"de"}, {"given"=>"Gerton", "family"=>"Lunter"}]Multimodal Sleep Apnea Detection with Missing or Noisy Modalities2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/fayyaz24a[{"given"=>"Hamed", "family"=>"Fayyaz"}, {"given"=>"Niharika S.", "family"=>"D’Souza"}, {"given"=>"Rahmatollah", "family"=>"Beheshti"}]Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/filippozzi24a[{"given"=>"Lucia", "family"=>"Filippozzi"}, {"given"=>"Santiago", "family"=>"Mazuelas"}, {"given"=>"Iñigo", "family"=>"Urteaga"}]PRECISe : Prototype-Reservation for Explainable classification under Imbalanced and Scarce-Data Settings2024-11-25T00:00:00+00:002024-11-25T00:00:00+00:00https://proceedings.mlr.press/v252/ganatra24a[{"given"=>"Vaibhav", "family"=>"Ganatra"}, {"given"=>"Drishti", "family"=>"Goel"}]