Upper gastrointestinal haemorrhage patients' survival: A causal inference and prediction study.

Journal: European journal of clinical investigation

PMID: 38376066

Abstract

BACKGROUND: Upper gastrointestinal (GI) bleeding is a common medical emergency. This study aimed to develop models to predict critically ill patients with upper GI bleeding in-hospital and 30-day survival, identify the correlation factor and infer the causality.

Authors

Fuxing Deng

Department of Oncology, Xiangya Hospital, Central South University, Changsha, China.
Yaoyuan Cao

Department of Forensic Medicine, School of Basic Medical Sciences, Central South University, Changsha, China.
Shuangping Zhao

Department of Critical Care Medicine, Xiangya Hospital Central South University, Changsha, China.

Keywords

Aged Algorithms Bilirubin Causality Critical Illness Female Gastrointestinal Hemorrhage Glasgow Coma Scale Hospital Mortality Humans Intensive Care Units Length of Stay Machine Learning Male Middle Aged Organ Dysfunction Scores Prognosis

External Resources

View on PubMed Access via DOI PubMed (38376066)

Upper gastrointestinal haemorrhage patients' survival: A causal inference and prediction study.

Abstract

Authors

Keywords

External Resources

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