Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: a big data-driven, machine learning approach

• Mengru Liu,
• Mengling Feng,
• Kewin Tien Ho Siah,
• Wesley Yeung,
• Hao Du,
• Valencia Zhang Ru-Yan,
• Readon Teh,
• Christopher Yu En Tan,
• Christina Scaduto,
• Sarah Bolongaita,
• Maria Teresa Kasunuran Cruz,
• Xiaohao Lin,
• Yan Yuan Tan

Affiliations

Mengru Liu

School of Computing and Information Systems, Singapore Management University, Singapore

Mengling Feng

Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore

Kewin Tien Ho Siah

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

Wesley Yeung

University Medicine Cluster, National University Hospital, Singapore

Hao Du

Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore

Valencia Zhang Ru-Yan

University Medicine Cluster, National University Hospital, Singapore

Readon Teh

University Medicine Cluster, National University Hospital, Singapore

Christopher Yu En Tan

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

Christina Scaduto

Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA

Sarah Bolongaita

Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA

Maria Teresa Kasunuran Cruz

University Medicine Cluster, National University Hospital, Singapore

Xiaohao Lin

Machine Intellection Department, Institute for Infocomm Research, Agency for Science Technology and Research, Singapore

Yan Yuan Tan

Alliance Healthcare Group, Singapore