Sirish Shrestha

Machine Learning Assessment of Left Ventricular Diastolic Function Based on Electrocardiographic Features

Nobuyuki Kagiyama, Marco Piccirilli, Naveena Yanamala et al. · Journal of the American College of Cardiology · 2020 · 101 citations

Data Classification, Classification Method, Heart Failure +14

Network Tomography for Understanding Phenotypic Presentations in Aortic Stenosis

Grace Casaclang‐Verzosa, Sirish Shrestha, Muhammad Jahanzeb Khalil et al. · JACC. Cardiovascular imaging · 2019 · 89 citations

Computed Tomography, Vascular Image, Health Sciences +9

A Machine-Learning Framework to Identify Distinct Phenotypes of Aortic Stenosis Severity

Partho P. Sengupta, Sirish Shrestha, Nobuyuki Kagiyama et al. · JACC. Cardiovascular imaging · 2021 · 83 citations · Full text

Engineering, Machine Learning, Cardiovascular Disease +13

A low-cost texture-based pipeline for predicting myocardial tissue remodeling and fibrosis using cardiac ultrasound

Nobuyuki Kagiyama, Sirish Shrestha, Jung Sun Cho et al. · EBioMedicine · 2020 · 52 citations · Full text

Interpatient Similarities in Cardiac Function

Márton Tokodi, Sirish Shrestha, Christopher Bianco et al. · JACC. Cardiovascular imaging · 2020 · 48 citations · Full text

Interpatient Similarities, Heart Failure, Cardiac Care +4