A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image

Yao, ZY; Hu, XR; Liu, XB; Xie, W; Dong, YH; Qiu, HL; Chen, ZW; Shi, YY; Xu, XW; Huang, MP; Zhuang, J

Xu, XW (corresponding author), Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Guangdong Prov Key Lab South China Struct Heart D, Guangdong Cardiovasc Inst, Dongchuan Rd 96, Guangzhou 510080, Peoples R China.; Zhuang, J (corresponding author), Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Guangdong Prov Key Lab South China Struct Heart D, Dept Cardiac Surg,Guangdong Cardiovasc Inst, Dongchuan Rd 96, Guangzhou 510080, Peoples R China.; Huang, MP (corresponding author), Guangdong Prov

INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021; 16 (4): 609

Abstract

Purpose In this study, we try to consider the most common type of total anomalous pulmonary venous connection and established a machine learning-based......

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