Daniel Ehrmann

8PUBLICATIONS
2CO-AUTHORS
Fuzzy computationInfant and child healthComputational complexity and computabilityContext learningReinforcement learning
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Publications (8)

|May 07, 2026
A Novel, Interpretable Machine Learning Model Predicts Furosemide Dosing After Congenital Cardiac Surgery.

|Oct 06, 2025
Cognitive Load in Pediatric Critical Care Medicine: Tsunamis and a Thousand Cuts.

Daniel E Ehrmann, Sara N Gallant, Sunkyung Yu

|May 06, 2024
Tired of "alarm fatigue" in the intensive care unit: taking a fresh path to solutions using cognitive load theory.

Evan Goldart, Steven Else, Azadeh Assadi

|Jan 23, 2023
Making machine learning matter to clinicians: model actionability in medical decision-making.

Daniel E Ehrmann, Shalmali Joshi, Sebastian D Goodfellow

|May 31, 2022
Evaluating and reducing cognitive load should be a priority for machine learning in healthcare.

Daniel E Ehrmann, Sara N Gallant, Sujay Nagaraj

|Mar 08, 2021
Lessons Learned From the First Pilot Study of the Compensatory Reserve Index After Congenital Heart Surgery Requiring Cardiopulmonary Bypass.

Daniel E Ehrmann, David K Leopold, Kristen Campbell

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Frequent Collaborators

1 joint publications

Michael DiMaria

1 joint publications

John S Kim