Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches
Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches
Michael O Killian
1
* , MSW, PhD ;
Shubo Tian
2
* , PhD ;
Aiwen Xing
2
, MSc, PhD ;
Dana Hughes
1
, BSc ;
Dipankar Gupta
3
, MD ;
Xiaoyu Wang
2
, BSc, MSc ;
Zhe He
4
* , MSc, PhD
1
College of Social Work, Florida State University, Tallahassee, FL, United States
2
Department of Statistics, Florida State University, Tallahassee, FL, United States
3
Congenital Heart Center, Shands Children’s Hospital, University of Florida, Gainesville, FL, United States
4
School of Information, Florida State University, Tallahassee, FL, United States
*these authors contributed equally
Corresponding Author:
-
Zhe He, MSc, PhD
-
School of Information
-
Florida State University
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142 Collegiate Loop
-
Tallahassee, FL, 32306
-
United States
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Phone:
1 850 644 5775
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Email: zhe@fsu.edu