Deep learning predicts cardiovascular disease risks from lung cancer screening low dose computed tomography - Chao, Hanqing; Shan, Hongming; Homayounieh, Fatemeh; Singh, Ramandeep; Khera, Ruhani Doda; Guo, Hengtao; Su, Timothy; Wang, Ge; Kalra, Mannudeep K.; Yan, Pingkun (Nature communications, 2021)
Keywords: 692/499; 692/53/2423; Adult; Aged; Aged, 80 and over; Calcification; Calcification (ectopic); Cancer screening; Cardiovascular disease; Cardiovascular diseases; Cardiovascular Diseases - diagnosis; Cardiovascular Diseases - epidemiology; Cardiovascular Diseases - etiology; Clinical Trials as Topic; Computed tomography; Coronary artery; Coronary Vessels - diagnostic imaging; Datasets as Topic; Deep Learning; Dosage; EKG; Electrocardiography; Female; Follow-Up Studies; Health risks; Heart diseases; Human performance; Humanities and Social Sciences; Humans; Image Processing, Computer-Assisted - methods; Lung - diagnostic imaging; Lung cancer; Lung diseases; Lung Neoplasms - complications; Lung Neoplasms - diagnosis; Male; Mass Screening - methods; Mass Screening - statistics & numerical data; Medical screening; Middle Aged; Mortality; Mortality risk; multidisciplinary; Prediction models; Retrospective Studies; Risk; Risk Assessment - methods; Risk Assessment - statistics & numerical data; Risk Factors; Risk groups; ROC Curve; Science; Science (multidisciplinary); Tomography; Tomography, X-Ray Computed - statistics & numerical data