Jekyll2026-07-05T14:54:19+00:00https://proceedings.mlr.press/v182/feed.xmlProceedings of Machine Learning ResearchProceedings of the 7th Machine Learning for Healthcare Conference
Held in 301 W Morgan St, Durham, NC 27701 on 05-06 August 2022
Published as Volume 182 by the Proceedings of Machine Learning Research on 31 December 2022.
Volume Edited by:
Zachary Lipton
Rajesh Ranganath
Mark Sendak
Michael Sjoding
Serena Yeung
Series Editors:
Neil D. Lawrence
PMLRError Amplification When Updating Deployed Machine Learning Models2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/adam22a[{"given"=>"George Alexandru", "family"=>"Adam"}, {"given"=>"Chun-Hao Kingsley", "family"=>"Chang"}, {"given"=>"Benjamin", "family"=>"Haibe-Kains"}, {"given"=>"Anna", "family"=>"Goldenberg"}]ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/aklilu22a[{"given"=>"Josiah", "family"=>"Aklilu"}, {"given"=>"Serena", "family"=>"Yeung"}]ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/alaa22a[{"given"=>"Asem", "family"=>"Alaa"}, {"given"=>"Erik", "family"=>"Mayer"}, {"given"=>"Mauricio", "family"=>"Barahona"}]Latent Temporal Flows for Multivariate Analysis of Wearables Data2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/amiridi22a[{"given"=>"Magda", "family"=>"Amiridi"}, {"given"=>"Gregory", "family"=>"Darnell"}, {"given"=>"Sean", "family"=>"Jewell"}]EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/biswal22a[{"given"=>"Siddharth", "family"=>"Biswal"}, {"given"=>"Peiye", "family"=>"Zhuang"}, {"given"=>"Ayis", "family"=>"Pyrros"}, {"given"=>"Nasir", "family"=>"Siddiqui"}, {"given"=>"Sanmi", "family"=>"Koyejo"}, {"given"=>"Jimeng", "family"=>"Sun"}]Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/blumlein22a[{"given"=>"Theresa", "family"=>"Blumlein"}, {"given"=>"Joel", "family"=>"Persson"}, {"given"=>"Stefan", "family"=>"Feuerriegel"}]EHR Safari: Data is Contextual2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/boag22a[{"given"=>"William", "family"=>"Boag"}, {"given"=>"Mercy", "family"=>"Oladipo"}, {"given"=>"Peter", "family"=>"Szolovits"}]Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/chang22a[{"given"=>"Trenton", "family"=>"Chang"}, {"given"=>"Michael W.", "family"=>"Sjoding"}, {"given"=>"Jenna", "family"=>"Wiens"}]A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/colbeci22a[{"given"=>"Yariv", "family"=>"Colbeci"}, {"given"=>"Maya", "family"=>"Zohar"}, {"given"=>"Daniel", "family"=>"Neimark"}, {"given"=>"Dotan", "family"=>"Asselmann"}, {"given"=>"Omri", "family"=>"Bar"}]Diagnosing Epileptogenesis with Deep Anomaly Detection2022-12-31T00:00:00+00:002022-12-31T00:00:00+00:00https://proceedings.mlr.press/v182/farahat22a[{"given"=>"Amr", "family"=>"Farahat"}, {"given"=>"Diyuan", "family"=>"Lu"}, {"given"=>"Sebastian", "family"=>"Bauer"}, {"given"=>"Valentin", "family"=>"Neubert"}, {"given"=>"Lara Sophie", "family"=>"Costard"}, {"given"=>"Felix", "family"=>"Rosenow"}, {"given"=>"Jochen", "family"=>"Triesch"}]