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Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

J. Gao, G. Chen, A. O'Rourke, J. Caskey, K. Carey, M. Oguss, A. Stey, D. Dligach, T. Miller, A. Mayampurath, M. Churpek, and M. Afshar. J. Am. Medical Informatics Assoc., 31 (6): 1291-1302 (2024)

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Anoop Ambili

Anoop Gupta

Anoop Chandran P

Simon M M Laimer

M. Biswas M. Dam

Other publications of authors with the same name

Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text.A. Mayampurath, K. Carey, P. Jani, M. Afshar, M. Churpek, and D. Dligach. AMIA, AMIA, (2022)A Deeper Exploration of Contagious Risk and the Neighborhood Effect.A. Mayampurath, D. Edelson, M. Howell, M. Churpek, and S. Volchenboum. CRI, AMIA, (2017)Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.J. Gao, G. Chen, A. O'Rourke, J. Caskey, K. Carey, M. Oguss, A. Stey, D. Dligach, T. Miller, A. Mayampurath and 2 other author(s). J. Am. Medical Informatics Assoc., 31 (6): 1291-1302 (2024)Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients.A. Mayampurath, S. Volchenboum, and L. Sanchez-Pinto. npj Digit. Medicine, (2018)A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study.P. Sossenheimer, O. Yvellez, A. Mayampurath, S. Volchenboum, and D. Rubin. AMIA, AMIA, (2019)A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection.A. Mayampurath, J. Matthews, S. Volchenboum, and L. Sanchez-Pinto. AMIA, AMIA, (2017)Sepsis Prediction Using Semi-Supervised and Transfer Learning.J. Caskey, F. Bashiri, A. Mayampurath, N. Dussault, J. Dumanian, S. Bhavani, K. Carey, E. Gilbert, C. Winslow, N. Shah and 3 other author(s). AMIA, AMIA, (2021)Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies.S. Myers, T. Miller, Y. Gao, M. Churpek, A. Mayampurath, D. Dligach, and M. Afshar. CoRR, (2024)Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability.Y. Gao, S. Myers, S. Chen, D. Dligach, T. Miller, D. Bitterman, G. Chen, A. Mayampurath, M. Churpek, and M. Afshar. CoRR, (2024)Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies.S. Myers, T. Miller, Y. Gao, M. Churpek, A. Mayampurath, D. Dligach, and M. Afshar. J. Am. Medical Informatics Assoc., 32 (2): 357-364 (2025)

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Disambiguation of "Mayampurath, Anoop M."

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Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Please choose a person to relate this publication to

Anoop Ambili

Anoop Gupta

Anoop Chandran P

Simon M M Laimer

M. Biswas M. Dam

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Mayampurath, Anoop M."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Please choose a person to relate this publication to

Anoop Ambili

Anoop Gupta

Anoop Chandran P

Simon M M Laimer

M. Biswas M. Dam

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.