Jekyll2023-02-08T10:35:29+00:00https://proceedings.mlr.press/v106/feed.xmlProceedings of Machine Learning ResearchProceedings of the 4th Machine Learning for Healthcare Conference
Held in Ann Arbor, Michigan on 09-10 August 2019
Published as Volume 106 by the Proceedings of Machine Learning Research on 28 October 2019.
Volume Edited by:
Finale Doshi-Velez
Jim Fackler
Ken Jung
David Kale
Rajesh Ranganath
Byron Wallace
Jenna Wiens
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRUsing Contextual Information to Improve Blood Glucose Prediction2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/akbari19a[{"given"=>"Mohammad", "family"=>"Akbari"}, {"given"=>"Rumi", "family"=>"Chunara"}]SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/al-hussaini19a[{"given"=>"Irfan", "family"=>"Al-Hussaini"}, {"given"=>"Cao", "family"=>"Xiao"}, {"given"=>"M. Brandon", "family"=>"Westover"}, {"given"=>"Jimeng", "family"=>"Sun"}]EEGtoText: Learning to Write Medical Reports from EEG Recordings2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/biswal19a[{"given"=>"Siddharth", "family"=>"Biswal"}, {"given"=>"Cao", "family"=>"Xiao"}, {"given"=>"M. Brandon", "family"=>"Westover"}, {"given"=>"Jimeng", "family"=>"Sun"}]Temporal Graph Convolutional Networks for Automatic Seizure Detection2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/covert19a[{"given"=>"Ian C.", "family"=>"Covert"}, {"given"=>"Balu", "family"=>"Krishnan"}, {"given"=>"Imad", "family"=>"Najm"}, {"given"=>"Jiening", "family"=>"Zhan"}, {"given"=>"Matthew", "family"=>"Shore"}, {"given"=>"John", "family"=>"Hixson"}, {"given"=>"Ming Jack", "family"=>"Po"}]FLARe: Forecasting by Learning Anticipated Representations2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/devarakonda19a[{"given"=>"Surya Teja", "family"=>"Devarakonda"}, {"given"=>"Joie Yeahuay", "family"=>"Wu"}, {"given"=>"Yi Ren", "family"=>"Fung"}, {"given"=>"Madalina", "family"=>"Fiterau"}]Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/dov19a[{"given"=>"David", "family"=>"Dov"}, {"given"=>"Shahar Z.", "family"=>"Kovalsky"}, {"given"=>"Jonathan", "family"=>"Cohen"}, {"given"=>"Danielle Elliott", "family"=>"Range"}, {"given"=>"Ricardo", "family"=>"Henao"}, {"given"=>"Lawrence", "family"=>"Carin"}]Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/guan19a[{"given"=>"Grace", "family"=>"Guan"}, {"given"=>"Barbara E.", "family"=>"Engelhardt"}]Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/hamesse19a[{"given"=>"Charles", "family"=>"Hamesse"}, {"given"=>"Ruibo", "family"=>"Tu"}, {"given"=>"Paul", "family"=>"Ackermann"}, {"given"=>"Hedvig", "family"=>"Kjellström"}, {"given"=>"Cheng", "family"=>"Zhang"}]Measuring the Sympathetic Response to Intense Exercise in a Practical Setting2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/kaul19a[{"given"=>"Shiva", "family"=>"Kaul"}, {"given"=>"Anthony", "family"=>"Falco"}, {"given"=>"Karianne", "family"=>"Anthes"}]A Neural Model for Predicting Dementia from Language2019-10-28T00:00:00+00:002019-10-28T00:00:00+00:00https://proceedings.mlr.press/v106/kong19a[{"given"=>"Weirui", "family"=>"Kong"}, {"given"=>"Hyeju", "family"=>"Jang"}, {"given"=>"Giuseppe", "family"=>"Carenini"}, {"given"=>"Thalia", "family"=>"Field"}]