Ananya Singh

Clinical Deployment of Explainable Artificial Intelligence of SPECT for Diagnosis of Coronary Artery Disease

Yuka Otaki, Ananya Singh, Paul Kavanagh et al. · JACC. Cardiovascular imaging · 2021 · 107 citations · Full text

Artificial Intelligence, Clinical Innovation, Health Sciences +15

Deep Learning of Coronary Calcium Scores From PET/CT Attenuation Maps Accurately Predicts Adverse Cardiovascular Events

Konrad Pieszko, Aakash Shanbhag, Aditya Killekar et al. · JACC. Cardiovascular imaging · 2022 · 69 citations

Computed Tomography, Engineering, Machine Learning +12

Direct Risk Assessment From Myocardial Perfusion Imaging Using Explainable Deep Learning

Ananya Singh, Robert J.H. Miller, Yuka Otaki et al. · JACC. Cardiovascular imaging · 2022 · 46 citations · Full text

Engineering, Machine Learning, Medical Imaging +7

Deep Learning for Explainable Estimation of Mortality Risk From Myocardial Positron Emission Tomography Images

Ananya Singh, Jacek Kwieciński, Robert J.H. Miller et al. · Circulation Cardiovascular Imaging · 2022 · 40 citations · Full text

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