Aaron Joseph Masino, PhD

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

Contact information
Department of Anesthesiology and Critical Care Medicine
Children's Hospital of Philadelphia
Roberts Center
2716 South Street
Philadelphia, PA 19146
Office: 267-425-1693
BA (Mathematics)
Rutgers University, 1997.
ME (Aerospace Engineering)
University of Colorado, 1998.
PhD (Mathematics)
University of Central Florida, 2004.
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Selected Publications

Folweiler KA, Sandsmark DK, Diaz-Arrastia R, Cohen AS, Masino AJ: Unsupervised machine learning reveals novel traumatic brain injury patient phenotypes with distinct acute injury profiles and long-term outcomes. Journal of Neurotrauma 37(12): 1431-1444, June 2020.

Henrickson SE, Conrey P, O’Boyle KC, Sayed S, Manne S, Bengsch B, Mentsch F, Herati RS, Qian T, Vella LA, Pastore CF, Hung LY, Hensley SE, Herbert D, Masino AJ, Hakonarson H, Rabinowitz JR, Coffin SE, Wherry JE: Obesity dysregulates Immunometabolic function in pediatric asthma. 2020 Pediatric Academic Societies Meeting. Philadelphia, PA May 2020 Notes: Poster Presentation.

Simpao AF, Lezhou W, Galvez JA, Tan JM, Wasey JO, Muhly WT, Tsui, F, Masino AJ, Stricker PA: Preoperative fluid fasting times and post-induction low blood pressure in children: a retrospective analysis. Anesthesiology May 2020 Notes: Epub ahead of print.

Masino AJ, Harris MC, Grundmeier RW: Prediction Explanations May Improve Sepsis Prediction Models. AMIA 2020 Clinical Informatics Conference. Seattle, WA May 2020 Notes: Virtual Poster Presentation due to COVID-19 pandemic.

Campbell EA, Bass EJ, Masino AJ: Temporal condition pattern mining in large, sparse Electronic Health Record data: A case study in characterizing pediatric asthma. Journal of the American Medical Informatics Association 27(4): 558-566, April 2020.

Nelson O, Lezhou W, Stricker P, Tsui F, Masino A, Tan JM, Wasey JO, Galvez JA, Simpao AF: Analysis of factors associated with low blood pressure in healthy infants. 2020 SPA/AAP Pediatric Anesthesiology Meeting, Nassau, Bahamas March 2020.

Grogan KL, Goldsmith MP, Masino AJ, Nelson O, Tsui FC, Simpao AF: A Narrative Review of Analytics in Pediatric Cardiac Anesthesia and Critical Care Medicine. Journal of Cardiothoracic and Vascular Anesthesia 34(2): 479-482, February 2020.

Hunter RB, Jiang S, Nadkarni VM, Nishisaki A, Masino AJ: Machine Learning Applied to Automate Flash Capillary Refill Detection by Pulse Oximetry. 2020 Critical Care Congress, Orlando, FL February 2020 Notes: Poster Presentation.

Galvez J, Wu L, Simpao A, Tan J, Muhly W, Masino A, Sutherland T, Wasey J, Nelson O, Lin E, Fiadjoe J, Stricker P: Duration of preoperative clear fluid fasting and peripheral intravenous catheterization in children: a single-center observational cohort study of 9,693 patients. Pediatric Anesthesia 30(2): 137-146, February 2020.

Schmatz M, Srivivasan L, Grundmeier R, Elci OU, Weiss SL, Masino AJ, Tremoglie M, Ostapenko S, Harris MC: Surviving Sepsis in the Neonatal Intensive Care Unit: Association between Time to Antibiotic Administration and In-Hospital Outcomes. The Journal of Pediatrics 217: 59-65, February 2020.

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Last updated: 10/07/2020
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