Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models

Jifan Gao; Guanhua Chen; Ann P. O'rourke; John Caskey; Kyle A. Carey; Madeline Oguss; Anne Stey; Dmitriy Dligach; Timothy Miller; Anoop Mayampurath; Matthew M. Churpek; Majid Afshar

Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models

Jifan Gao
, Guanhua Chen
, Ann P. O'rourke
, John Caskey
, Kyle A. Carey
, Madeline Oguss
, Anne Stey
, Dmitriy Dligach
, Timothy Miller
, Anoop Mayampurath
, Matthew M. Churpek
, Majid Afshar

Department of Computer Science

University of Wisconsin School of Medicine and Public Health
University of Wisconsin-Madison
Department of Medicine, The University of Chicago
Northwestern University Feinberg School of Medicine
Institute for Public Health and Medicine
Harvard Medical School
Boston Children's Hospital
Harvard University
University of Chicago
University of Wisconsin
Stritch School of Medicine
Loyola University of Chicago
Loyola University Medical Center

Research output: Contribution to conference › Poster › peer-review

Original language	American English
State	Published - Nov 2024
Event	American Medical Informatics Association Annual Symposium - San Francisco, CA, United States Duration: Nov 1 2024 → …

Conference

Conference	American Medical Informatics Association Annual Symposium
Country/Territory	United States
City	San Francisco, CA
Period	11/1/24 → …

Cite this

Gao, J., Chen, G., O'rourke, A. P., Caskey, J., Carey, K. A., Oguss, M., Stey, A., Dligach, D., Miller, T., Mayampurath, A., Churpek, M. M., & Afshar, M. (2024). Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models. Poster session presented at American Medical Informatics Association Annual Symposium, San Francisco, CA, United States.

Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models. / Gao, Jifan; Chen, Guanhua; O'rourke, Ann P. et al.
2024. Poster session presented at American Medical Informatics Association Annual Symposium, San Francisco, CA, United States.

Research output: Contribution to conference › Poster › peer-review

Gao, J, Chen, G, O'rourke, AP, Caskey, J, Carey, KA, Oguss, M, Stey, A, Dligach, D, Miller, T, Mayampurath, A, Churpek, MM & Afshar, M 2024, 'Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models', American Medical Informatics Association Annual Symposium, San Francisco, CA, United States, 11/1/24.

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title = "Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models",

author = "Jifan Gao and Guanhua Chen and O'rourke, \{Ann P.\} and John Caskey and Carey, \{Kyle A.\} and Madeline Oguss and Anne Stey and Dmitriy Dligach and Timothy Miller and Anoop Mayampurath and Churpek, \{Matthew M.\} and Majid Afshar",

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language = "American English",

note = "American Medical Informatics Association Annual Symposium ; Conference date: 01-11-2024",

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TY - CONF

T1 - Automated Stratification of Trauma Injury Severity Across Multiple Body Regions Using Multimodal, Multiclass Machine Learning Models

AU - Gao, Jifan

AU - Chen, Guanhua

AU - O'rourke, Ann P.

AU - Caskey, John

AU - Carey, Kyle A.

AU - Oguss, Madeline

AU - Stey, Anne

AU - Dligach, Dmitriy

AU - Miller, Timothy

AU - Mayampurath, Anoop

AU - Churpek, Matthew M.

AU - Afshar, Majid

PY - 2024/11

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M3 - Poster

T2 - American Medical Informatics Association Annual Symposium

Y2 - 1 November 2024

ER -