Cardiology is a branch of medicine that deals with the disorders of the heart as well as some parts of the circulatory system. The field includes medical diagnosis and treatment of congenital heart defects, coronary artery disease, heart failure, valvular heart disease and electrophysiology. Physicians who specialize in this field of medicine are called cardiologists, a specialty of internal medicine. Pediatric cardiologists are pediatricians who specialize in cardiology. Physicians who specialize in cardiac surgery are called cardiothoracic surgeons or cardiac surgeons, a specialty of general surgery.
(definition from Wikipedia)
- Getting to the Heart of it: How Deep Learning is Transforming Cardiac Imaging - 2018
- Artificial Intelligence in Cardiology - 2018
- Cardiac imaging: working towards fully-automated machine analysis & interpretation - 2017
- A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre, 2020
- Cardiac MRI dataset
- Congenital Heart Disease (CHD)
- SPECT - Heart Dataset
- Stanford’s South African Heart Disease Dataset
- Sunnybrook Cardiac Data
- UCI - Heart Disease Dataset
- EchoNet-Dynamic - A Large New Cardiac Motion Video Data Resource for Medical Machine Learning, from Stanford. Overview:
- Multi-Ethnic Study of Atherosclerosis (MESA) - Multi-Ethnic Study of Atherosclerosis (MESA) is an NHLBI-sponsored 6-center collaborative longitudinal investigation of factors associated with the development of subclinical cardiovascular disease and the progression of subclinical to clinical cardiovascular disease in 6,814 black, white, Hispanic, and Chinese-American men and women initially ages 45-84 at baseline in 2000-2002.
- Heart Disease Data Set