Machine learning predicts cancer-associated deep vein thrombosis using clinically available variables

Shuai Jin,Dan Qin,Bao-Sheng Liang,Li-Chuan Zhang,Xiao-Xia Wei,Yu-Jie Wang,Bing Zhuang,Tong Zhang,Zhen-Peng Yang,Yi-Wei Cao,San-Li Jin,Ping Yang,Bo Jiang,Ben-Qiang Rao,Han-Ping Shi,Qian Lu

Social Science Research Network（2022）

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摘要

•This study developed machine learning predictive models for cancer-associated DVT.•The combination with D-dimer showed improved performance of all models.•The web calculator narrowed the gap between model study and clinical application.

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关键词

Neoplasms,Deep vein thrombosis,Machine learning,Decision making,Risk stratification

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