Christopher M Horvat

21PUBLICATIONS
99CO-AUTHORS
Context learningNeural networksDisease surveillanceReinforcement learningInfant and child health
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Publications (21)

|Feb 27, 2026
Leveraging Expert Knowledge and Causal Structure Learning to Build Parsimonious Models of Acute Brain Dysfunction in the Pediatric Intensive Care Unit (PICU).

Eddie Pérez Claudio, Christopher M Horvat, W Michael Taylor

|Aug 13, 2025
Automated and interoperable methods for generalizable development of clinical machine-learning models for predicting neuromorbidity in critically ill children.

Ruoting Li, Christopher M Horvat, Mehdi Nourelahi

|Jul 11, 2025
Raising awareness of potential biases in medical machine learning: Experience from a Datathon.

Harry Hochheiser, Jesse Klug, Thomas Mathie

|Jun 12, 2025
Early Use of a Risk-Adjusted Mechanical Ventilation Digital Quality Measure Bundle in a Large Health System.

Christopher M Horvat, Jesse Klug, Ruoting Li

|Jun 04, 2025
Association of Early Epinephrine with Hemodynamics and Outcome in Pediatric In-Hospital Cardiac Arrest: A Secondary Analysis of a Multicenter, Cluster-randomized Clinical Trial Intensive Care Unit Resuscitation (ICU-RESUS).

Ashley Siems, Maryam Y Naim, Robert A Berg

|Nov 06, 2024
Raising awareness of potential biases in medical machine learning: Experience from a Datathon.

Harry Hochheiser, Jesse Klug, Thomas Mathie

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Frequent Collaborators

5 joint publications

Harry Hochheiser

5 joint publications

Eddie Perez Claudio

4 joint publications

Mehdi Nourelahi

4 joint publications

Ruoting Li