Richard Ríos

Machine Learning Adds to Clinical and CAC Assessments in Predicting 10-Year CHD and CVD Deaths

Rine Nakanishi, Piotr J. Slomka, Richard Ríos et al. · JACC. Cardiovascular imaging · 2020 · 106 citations · Full text

Health Informatics, Medicine, Predictive Analytics +10

Prognostically safe stress-only single-photon emission computed tomography myocardial perfusion imaging guided by machine learning: report from REFINE SPECT

Lien-Hsin Hu, Robert J.H. Miller, Tali Sharir et al. · European Heart Journal - Cardiovascular Imaging · 2020 · 63 citations

Determining a minimum set of variables for machine learning cardiovascular event prediction: results from REFINE SPECT registry

Richard Ríos, Robert J.H. Miller, Lien-Hsin Hu et al. · Cardiovascular Research · 2021 · 39 citations · Full text

Diagnostic safety of a machine learning-based automatic patient selection algorithm for stress-only myocardial perfusion SPECT

Evann Eisenberg, Robert J.H. Miller, Lien-Hsin Hu et al. · Journal of Nuclear Cardiology · 2021 · 38 citations · Full text

Heart Failure, Computational Medicine, Intelligent Diagnostics +10

Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry

Richard Ríos, Robert J.H. Miller, Nipun Manral et al. · Computers in Biology and Medicine · 2022 · 37 citations · Full text

Heart Failure, Health Informatics, Machine Learning +12