AMIA 2018 Informatics Summit - Session Details

S45: Oral Presentations - Predictive Modeling for Clinical Outcomes and Beyond (Part 2)

1:30 PM–3:00 PM Mar 15, 2018

Cyril Magnin II

Presenter (5)

Rajsavi Anand

StudentAlpert Medical School, Brown Univ.

David Chen

Informatics SpecialistMayo Clinic

Ross Kleiman

Graduate Student ResearcherUW Madison, Department of Computer Sciences

Session Chair (1)

Imon Banerjee

Research ScientistStanford University

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Oral Presentations

Using Machine Learning Algorithms to Predict Risk for Development of Calciphylaxis in Patients with Chronic Kidney Disease

1:30 PM–1:48 PM Mar 15, 2018

Cyril Magnin II

Ross KleimanGraduate Student Researcher atUW Madison, Department of Computer Sciences

Oral Presentations

What's in a Note? Unpacking Predictive Value in Clinical Note Representations

1:48 PM–2:06 PM Mar 15, 2018

Cyril Magnin II

Willie BoagMcGovern Institute for Brain Research at MIT

Oral Presentations

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models

2:06 PM–2:24 PM Mar 15, 2018

Cyril Magnin II

Ben MarafinoGraduate Student atStanford University

Oral Presentations

Predicting Mortality in Diabetic ICU Patients Using Machine Learning and Severity Indices

2:24 PM–2:42 PM Mar 15, 2018

Cyril Magnin II

Rajsavi AnandStudent atAlpert Medical School, Brown Univ.

Oral Presentations

Predicting Postoperative Bleeding Risk for Patients Undergoing Colorectal Surgery using Machine Learning

2:42 PM–3:00 PM Mar 15, 2018

Cyril Magnin II

David ChenInformatics Specialist atMayo Clinic