Cardiology | Machine Learning | Medical Imaging Applying masked autoencoder-based self-supervised learning for high-capability vision transformers of electrocardiographies. August 14, 2024
Cardiology The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease. June 18, 2024
Cardiology | Radiology Multimodality Risk Assessment of Patients with Ischemic Heart Disease Using Deep Learning Models Applied to Electrocardiograms and Chest X-rays. January 31, 2024
Cardiology Deep Learning Models for Predicting Left Heart Abnormalities From Single-Lead Electrocardiogram for the Development of Wearable Devices. November 15, 2023
Cardiology | Radiology Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis. December 9, 2022
Cardiology Automatic Detection of Left Ventricular Dilatation and Hypertrophy from Electrocardiograms Using Deep Learning. October 4, 2022
Cardiology | Genetics Genetic analysis of right heart structure and function in 40,000 people. June 13, 2022
Cardiology The Effectiveness of a Deep Learning Model to Detect Left Ventricular Systolic Dysfunction from Electrocardiograms. December 2, 2021
Cardiology Deep learning model to detect significant aortic regurgitation using electrocardiography: Detection model for aortic regurgitation. September 21, 2021
Cardiology | Radiology Diagnosing Heart Failure from Chest X-Ray Images Using Deep Learning. July 30, 2020