A novel multi-task machine learning classifier for rare disease patterning using cardiac strain imaging data - Siva, Nanda K.; Singh, Yashbir; Hathaway, Quincy A.; Sengupta, Partho P.; Yanamala, Naveena (Scientific reports, 2024)
Keywords: 631/114; 639/166; 639/705; 692/308; 692/4019; Adult; Aged; Alternation learning; Cardiomyopathy; Cardiomyopathy, Restrictive - diagnostic imaging; Congestive heart failure; Constrictive pericarditis; Coronary artery disease; Echocardiography; Echocardiography - methods; Female; Heart diseases; Heart failure; Heart Failure - diagnostic imaging; Heart Ventricles - diagnostic imaging; Heart Ventricles - physiopathology; Homology; Humanities and Social Sciences; Humans; Learning algorithms; Machine Learning; Male; Middle Aged; multidisciplinary; Pericarditis; Pericarditis, Constrictive - diagnosis; Pericarditis, Constrictive - diagnostic imaging; Rare disease; Rare diseases; Rare Diseases - diagnostic imaging; Restrictive cardiomyopathy; Retrospective Studies; Science; Science (multidisciplinary); Restrictive cardiomyopathy; Constrictive pericarditis; Echocardiography; Rare disease; Machine learning