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Open Access
Peer-reviewed
Research Article
A Data-Driven Algorithm Integrating Clinical and Laboratory Features for the Diagnosis and Prognosis of Necrotizing Enterocolitis
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Jun Ji ,
Contributed equally to this work with: Jun Ji, Xuefeng B. Ling, Yingzhen Zhao
Affiliations State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, Zhejiang University, Hangzhou, Zhejiang, China, Department of Surgery, Stanford University, Stanford, California, United States of America
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Xuefeng B. Ling ,
Contributed equally to this work with: Jun Ji, Xuefeng B. Ling, Yingzhen Zhao
Affiliation Department of Surgery, Stanford University, Stanford, California, United States of America
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Yingzhen Zhao ,
Contributed equally to this work with: Jun Ji, Xuefeng B. Ling, Yingzhen Zhao
Affiliations School of Health Management, Hangzhou Normal University, Hangzhou, Zhejiang, China, Department of Surgery, Stanford University, Stanford, California, United States of America
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Zhongkai Hu,
Affiliations Department of Surgery, Stanford University, Stanford, California, United States of America, College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China
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Xiaolin Zheng,
Affiliations Department of Surgery, Stanford University, Stanford, California, United States of America, College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China
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Zhening Xu,
Affiliation Department of Surgery, Stanford University, Stanford, California, United States of America
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Qiaojun Wen,
Affiliations State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, Zhejiang University, Hangzhou, Zhejiang, China, Department of Surgery, Stanford University, Stanford, California, United States of America
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Zachary J. Kastenberg,
Affiliation Department of Surgery, Stanford University, Stanford, California, United States of America
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Ping Li,
Affiliation State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, Zhejiang University, Hangzhou, Zhejiang, China
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Fizan Abdullah,
Affiliation Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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Mary L. Brandt,
Affiliation Department of Surgery, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, United States of America
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Richard A. Ehrenkranz,
Affiliation Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Mary Catherine Harris,
Affiliation Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
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Timothy C. Lee,
Affiliation Department of Surgery, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, United States of America
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B. Joyce Simpson,
Affiliation Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Corinna Bowers,
Affiliations Division of Pediatric Surgery, Nationwide Children’s Hospital, Columbus, Ohio, United States of America, Department of Surgery, Ohio State College of Medicine, Columbus, Ohio, United States of America
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R. Lawrence Moss,
Affiliations Division of Pediatric Surgery, Nationwide Children’s Hospital, Columbus, Ohio, United States of America, Department of Surgery, Ohio State College of Medicine, Columbus, Ohio, United States of America
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Karl G. Sylvester
* E-mail: Sylvester@stanford.edu
Affiliation Department of Surgery, Stanford University, Stanford, California, United States of America
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A Data-Driven Algorithm Integrating Clinical and Laboratory Features for the Diagnosis and Prognosis of Necrotizing Enterocolitis
- Jun Ji,
- Xuefeng B. Ling,
- Yingzhen Zhao,
- Zhongkai Hu,
- Xiaolin Zheng,
- Zhening Xu,
- Qiaojun Wen,
- Zachary J. Kastenberg,
- Ping Li,
- Fizan Abdullah
- Published: February 28, 2014
- https://doi.org/10.1371/journal.pone.0089860