Machine learning in ‘big data’: handle with care

A novel atrial fibrillation prediction model for Chinese subjects: a nationwide cohort investigation of 682 237 study participants with random forest model

(2019) Wei-Syun Hu et al.   EUROPACE

Opening the black box of machine learning

(2018) The Lancet Respiratory Medicine   Lancet Respiratory Medicine

Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure

(2017) Jarrod D. Frizzell et al.   JAMA Cardiology

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.  

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.   Circulation-Cardiovascular Quality and Outcomes