Daniel Balcarcel, MD, MBI, FAAP

faculty photo
Assistant Professor of Anesthesiology and Critical Care at the Children's Hospital of Philadelphia
Department: Anesthesiology and Critical Care

Contact information
Children's Hospital of Philadelphia
Anesthesiology and Critical Care Medicine
3401 Civic Center Boulevard
Philadelphia, PA 19104
Education:
BS (Pre-Professional Studies & Spanish Literature)
University of Notre Dame, South Bend, IN, 2013.
MD (Medicine)
Stritch School of Medicine at Loyola University Chicago, Maywood, IL, 2017.
MBI (Biomedical Informatics)
University of Pennsylvania, Philadelphia, PA, 2025.
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Selected Publications

Gardner MM, Balcarcel D, Chen F, Huff A, Gonzalez V, Fraietta J, Mai AD, Padiyath A, Gaynor JW, Yehya N: Preoperative Blood Biomarkers Outperform Clinical Variables in Predicting Poor Outcome After Neonatal Cardiopulmonary Bypass Surgery. American Heart Association Scientific Sessions, New Orleans, LA November 2025 Notes: Moderated Poster Session.

Balcarcel DR, Mehta SD, Dixon CG, Woods-Hill CZ, Goligher EC, van Amsterdam WAC, Yehya N: Feedback loops in intensive care unit prognostic models: an under-recognised threat to clinical validity. Lancet Digit Health 7(8): 100880, August 2025.

Balcarcel DR, Mai M, Mehta S, Chiotos K, Sanchez-Pinto LN, Himes B, Yehya N: Development and Validation of an EHR-based, Pediatric ARDS Subphenotype Classifier Model. Pediatr Crit Care Med 26(5): e611-e621, May 2025.

Taylor MS, Sanchez-Pinto LN, Zinter MS, Markovic D, Yehya N, Balcarcel DR, Khemani R, Agus M, Sapru A: Robust classification of inflammatory subphenotypes using penalized logistic regression on highly available clinical variables. American Thoracic Society International Conference, San Francisco, CA May 2025 Notes: Oral Presentation.

Balcarcel DR, Keim G, Yehya N, Nishisaki A, Mehta SD: Development and Validation of a Predictive Model for Non-Escalation in Bronchiolitis. Society of Critical Care Medicine Critical Care Congress, Orlando, FL January 2025 Notes: Research Snapshot Presentation.

Balcarcel DR, Fitzgerald JC, Alcamo AM: Unmasking Critical Illness: Using Machine Learning and Biomarkers to See What Lies Beneath. Pediatr Crit Care Med 24(10): 869-871, October 2023.

Nguyen J, Thompson JM, Balcarcel DR, Alder MN, McKeone DJ, Halstead ES, Rowan CM, Lindell RB, Yehya N: Immunocompromised Children with Acute Respiratory Distress Syndrome Possess a Distinct Circulating Inflammatory Profile. Crit Care Explor 5(1): e0844, January 2023.

Balcarcel DR, Mai M, Mehta S, Himes, B, Sanchez-Pinto LN, Yehya N: Identifying Biomarker based Pediatric ARDS Subphenotypes Using Machine Learning and Clinical Data. Critical Care Congress, San Francisco, CA January 2023 Notes: STAR Research Presentation.

Balcarcel DR, Coates BM, Chong G, Sanchez-Pinto LN: Excessive Oxygen Supplementation in the First Day of Mechanical Ventilation Is Associated with Multiple Organ Dysfunction and Death in Critically Ill Children. Pediatr Crit Care Med 23(1): 89-98, February 2022 Notes: Poster Presentation, Pediatric Academic Society Meeting, Philadelphia, PA, April 2020

Byram SC, Bialek SE, Husak VA, Balcarcel DR, Park J, Dang J, Foecking, E: Distinct neurotoxic effects of select local anesthetics on facial nerve injury and recovery. Restor Neurol Neurosci 38(2): 173-183, 2020.

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Last updated: 09/23/2025
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