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Uma Girkar
Uma Girkar
Verified email at alum.mit.edu
Title
Cited by
Cited by
Year
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability
UM Girkar, R Uchimido, LH Lehman, P Szolovits, L Celi, WH Weng
Proceedings of the Machine Learning for Health (ML4H) Workshop at NeurIPS 2018, 2018
92018
Teleneurology-enabled determination of death by neurologic criteria after cardiac arrest or severe neurologic injury
M Matiello, AC Turner, J Estrada, CM Whitney, BT Kitch, PT Lee, U Girkar, ...
Neurology 96 (15), e1999-e2005, 2021
72021
Teleneurology consultations for prognostication and brain death diagnosis
UM Girkar, R Palacios, A Gupta, LH Schwamm, P Singla, H May, ...
Telemedicine and e-Health 26 (4), 482-486, 2020
72020
Classifying Windows Malware with Static Analysis
M Gong, U Girkar, B Xie
3
Migration through Machine Learning Lens--Predicting Sexual and Reproductive Health Vulnerability of Young Migrants
A Nigam, P Jaiswal, T Arora, U Girkar
Conference on Neural Information Processing Systems (NeurIPS) Machine …, 2019
12019
Understand the effect of environmental and structural migration factors on the sexual and reproductive health of youth in central Asia and Africa: a modelling study
U Girkar, P Jaiswal, A Nigam, T Arora
The Lancet Planetary Health 3, S3, 2019
12019
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Neural Networks with Clinical Interpretability
U Girkar, R Uchimido, LH Lehman, P Szolovits, L Celi, WH Weng
Circulation Research 125 (Suppl_1), A448-A448, 2019
12019
Aggression as a mediating behavior in the association between video game use and body mass index
U Girkar
JAMA pediatrics, 2020
2020
A Data-Driven Approach for Addressing Sexual and Reproductive Health Needs Among Youth Migrants
P Jaiswal, A Nigam, T Arora, U Girkar, LA Celi, KE Paik
Leveraging Data Science for Global Health, 397-416, 2020
2020
Enhanced Brain Death Diagnosis through Teleneurology
A Gupta, L Schwamm, U Gircar, R Palacios, P Singla, H May, M Matiello
ANNALS OF NEUROLOGY 86, S100-S101, 2019
2019
Association Between Glasgow Coma Scale Scores with and without the Verbal Component and Intubation in Critically-Ill Children
U Girkar, R Palacios, A Gupta
ANNALS OF NEUROLOGY 86, S49-S49, 2019
2019
Predicting blood pressure response to fluid bolus therapy in the ICU using attention-based stacked neural networks for clinical interpretability
UM Girkar
Massachusetts Institute of Technology, 2018
2018
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