Research output per year
Research output per year
Personal profile
Research interests
My research applies clinical informatics, machine learning, and registry-scale data to pediatric critical care—focused on pARDS, ECMO outcomes and neurologic complications. I develop and validate predictive models and risk stratification tools using ELSO database studies and multicenter cohorts, and contribute to data-sharing and harmonization methods in critical care.
Clinical interests
Pediatric critical care, clinical informatics, extracorporeal membrane oxygenation (ECMO), acute respiratory distress syndrome (ARDS), acute kidney injury (AKI).
Mentoring
I mentor trainees interested in pediatric critical care outcomes research and clinical informatics/ML. Typical projects include ELSO registry studies, predictive modeling, and ICU quality/operations analytics.
Education activities and interests
Education interests include respiratory physiology and seminal clinical trials, ventilator management on ECMO, and applied statistics for clinicians. I provide annual didactics for pediatric critical care fellows (respiratory mechanics; PARDS ancillary therapies; ECMO ventilator management, ventilator as a physiology lab sessions) and contributed to development of the fellowship respiratory curriculum.
Available to Mentor:
- Masters Students
- PhD Students
- Postdocs
- Residents and Fellows
Fingerprint
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Collaborations and top research areas from the last five years
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EHR Sampling Interval Bias Detection and Burden of Blood Pressure Excursions: Implications for Clinical Decision Support and Model Validity in Pediatric ECMO
Shah, N., Sanford, E., Busch, D. R., Singh, R., Mathur, S., Sharma, J., Reeder, P., Natarajan, S. & Raman, L., Feb 2026, In: Information (Switzerland). 17, 2, 135.Research output: Contribution to journal › Article › peer-review
Open Access -
Can we reduce the risk of neurological injury in critically ill children on initiation of ECLS? A narrative review of potential modifiable factors
On behalf of Euro-ELSO Working Group on Neurologic Monitoring and Outcome, Apr 2025, In: Perfusion (United Kingdom). 40, 1_suppl, p. 29-38 10 p.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Continuous Hemodynamic Response to Angiotensin II in Critically Ill Pediatric Patients: A Single Center Cohort Study
Dotolo, N., Luecke, C., Liviskie, C. J., Mills, K. P., Vesoulis, Z. A., McPherson, C., Shah, N. & Turner, A. D., Oct 1 2025, In: Journal of Pediatric Pharmacology and Therapeutics. 30, 5, p. 593-600 8 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Guiding Principles for Data Sharing and Harmonization: Results of a Systematic Review and Modified Delphi From the Society of Critical Care Medicine Data Science Campaign
Armaignac, D. L., Heavner, S. F., Rausen, M., Zhang, X. T., Al-Hakim, T., Strekalova, Y. L., Shah, N., Remy, K. E., Manion, S., Haendel, M., Kramer, A. A., Scruth, E. A., Rincon, T. A., Park, S., Evans, L. E., Ozrazgat-Baslanti, T., Herasevich, V., Laudanski, K., Murphy, D. J. & Engel, H. J. & 6 others, , Mar 1 2025, In: Critical care medicine. 53, 3, p. e619-e631Research output: Contribution to journal › Review article › peer-review
5 Link opens in a new tab Scopus citations -
Influenza-Associated Acute Necrotizing Encephalopathy in US Children
Silverman, A., Walsh, R., Santoro, J. D., Thomas, K., Ballinger, E., Fisher, K. S., Thomas, A. X., Appavu, B., Kruer, M. C., Neilson, D., Knoll, J., Sharp, A. N., Edelman, H. E., Otallah, S., Morgan, A., Grzezulkowska, A., Nguyen, J., Rao, L. M., Hecht, S. M. & Catalano, L. & 41 others, , Aug 26 2025, In: JAMA. 334, 8, p. 692-701 10 p.Research output: Contribution to journal › Article › peer-review
Open Access19 Link opens in a new tab Scopus citations