Ultrasonic Texture Features for Assessing Cardiac Remodeling and Dysfunction - Hathaway, Quincy A.; Yanamala, Naveena; Siva, Nanda K.; Adjeroh, Donald A.; Hollander, John M.; Sengupta, Partho P. (Journal of the American College of Cardiology, 2022)
Keywords: Animals; automated; Cardiovascular; Cardiovascular Diseases; Diabetes Mellitus, Type 2; Disease Models, Animal; Hypertrophy; MACE; machine-learning; Mice; mouse; Myocytes, Cardiac; Prospective Studies; radiomics; ultrasomics; Ultrasonics; Ventricular Remodeling; LVMI; ultrasomics; IVS; LVEF; LV; POCUS; machine-learning; mouse; radiomics; automated; MACE; PLAX; LGLE; DICOM; HF; LDLGLE; major adverse cardiac events; Digital Imaging and Communications in Medicine [standard]; left ventricle; left ventricular mass index; left ventricular ejection fraction; parasternal long axis; large dependence low gray level emphasis; heart failure; low gray level emphasis; point-of-care ultrasound; interventricular septum