Deep Phenotyping and Prediction of Long-term Cardiovascular Disease: Optimized by Machine Learning

Cardiovascular Event Prediction by Machine Learning

Bharath Ambale‐Venkatesh, Xiaoying Yang, Colin O. Wu et al. · Circulation Research · 2017 · 636 citations

Medicine, Cardiology, Clinical Cardiology +16

Prediction of First Cardiovascular Disease Event in Type 1 Diabetes Mellitus

Dorte Vistisen, Gregers S. Andersen, Christian Stevns Hansen et al. · Circulation · 2016 · 231 citations

Public Health, Biostatistics, Epidemiology +16

Machine learning algorithms estimating prognosis and guiding therapy in adult congenital heart disease: data from a single tertiary centre including 10 019 patients

Gerhard‐Paul Diller, Aleksander Kempny, Sonya V. Babu‐Narayan et al. · European Heart Journal · 2018 · 194 citations · Full text

Computing, Cardiology, Health Informatics +17

Predicting Survival From Large Echocardiography and Electronic Health Record Datasets

Manar D. Samad, Alvaro Ulloa, Gregory J Wehner et al. · JACC. Cardiovascular imaging · 2018 · 167 citations

Computing, Biomedical Informatics, Health Informatics +14

Unbiased split variable selection for random survival forests using maximally selected rank statistics

Statistics in Medicine · 2017 · 145 citations · Full text

Public Health, Biostatistics, Epidemiologic Methods +12