Ashraf Hafez

Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke

Sushravya Raghunath, John M. Pfeifer, Alvaro Ulloa et al. · Circulation · 2021 · 302 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network

Sushravya Raghunath, Alvaro Ulloa, Linyuan Jing et al. · Nature Medicine · 2020 · 300 citations

Computing, Cardiology, Computer Science +14

Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA

Justin D. Finkle, Hala Boulos, Terri M. Driessen et al. · npj Precision Oncology · 2021 · 71 citations · Full text

Medicine, Molecular Genetics, Oncology +17

Real-world Evidence of Diagnostic Testing and Treatment Patterns in US Patients With Breast Cancer With Implications for Treatment Biomarkers From RNA Sequencing Data

Louis E. Fernandes, Caroline G. Epstein, Alexandria M. Bobe et al. · Clinical Breast Cancer · 2020 · 26 citations

Medicine, Molecular Medicine, Oncology +17