Machine learning in cardiovascular medicine: are we there yet?

• Published in: Heart (British Cardiac Society) Vol. 104; no. 14; pp. 1156 - 1164
• Main Authors: Shameer, Khader, Johnson, Kipp W, Glicksberg, Benjamin S, Dudley, Joel T, Sengupta, Partho P
• Format: Journal Article
• Language: English
• Published: England BMJ Publishing Group Ltd and British Cardiovascular Society 01.07.2018; BMJ Publishing Group LTD
• Subjects: Algorithms; Artificial intelligence; Automation; Big Data; Cardiology; Cardiovascular disease; Causality; Clinical trials; Clinical Trials as Topic; Datasets; Datasets as Topic; Diagnostic Imaging; Electronic health records; Genetic Predisposition to Disease; Genomics; heart disease; Heart failure; Humans; Hypotheses; Machine Learning; Medical imaging; Medicine; Patients; Phenotype; Registries; Review; System theory; heart disease

Artificial intelligence (AI) broadly refers to analytical algorithms that iteratively learn from data, allowing computers to find hidden insights without being explicitly programmed where to look. These include a family of operations encompassing several terms like machine learning, cognitive learni...