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
Education:
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

Mudd AE, Michael YL, Melly S, Moore K, Diez-Roux A, Forrest CB: Spatial accessibility to pediatric primary care in Philadelphia: an area-level cross sectional analysis. International Journal for Equity in Health 18(1): 76-83, May 2019.

Nuske, H. J., Kushleyeva, Y., Forsyth, D., Pennington, J. W., Masino, A., Finkel, E., Bhattacharaya, A., Atkinson-Diaz, Z., Mandell, D. S., Bonafide, C., & Herrington, J. D: Comfortable, Valid and Reliable? Measuring Stress in Children with ASD Using Select Consumer-Grade Heart Rate Trackers. International Society for Autism Research Annual Meeting. Montreal, Canada May 2019 Notes: Poster presentation.

Cocos A, Fiks AG, Masino AJ: Reply to comment on: “Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts.” Journal of the American Medical Informatics Association April 2019.

Masino AJ, Harris MC, Forsyth D, Ostapenko S, Srinivasan L, Bonafide CP, Balamuth F, Schmatz M, Grundmeier, RW: Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data. PLoS One 14(2), February 2019.

Dziorny A, Masino A, Nishisaki A, Wolfe H: Machine Learning Algorithms Predict Hemoglobin in the PICU. 48th Critical Care Congress of the Society of Critical Care Medicine, San Diego, CA February 2019 Notes: Poster presentation.

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 2019 Notes: in press.

Pennington JW, Ruth B, Miller JM, Peterson J, Baichen X, Masino AJ, Krantz I, Manganella J, Gomes T, Stiles D, Kenna M, Hood LJ, Germiller J, Crenshaw EB: Perspective on the development of a large-scale clinical data repository for pediatric hearing research. Ear and Hearing 2019 Notes: in press.

Masino AJ, Forsyth D, Nuske H, Herrington J, Pennington J, Kushleyeva Y, Bonafide CP: m-Health and Autism: Recognizing Stress and Anxiety with Machine Learning and Wearables Data. Proceedings of 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems Page: 714-719, 2019.

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 2019 Notes: in press.

Masino AJ, Folweiler KA: Unsupervised learning with GLRM feature selection reveals novel traumatic brain injury phenotypes. Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Montreal, Canada December 2018 Notes: Digital Poster Presentation.

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Last updated: 09/12/2019
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