Cardiology Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning. March 11, 2024
Cardiology MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms. January 25, 2024
Cardiology | Radiology TAVI-PREP: A Deep Learning-Based Tool for Automated Measurements Extraction in TAVI Planning. October 28, 2023
Artificial Intelligence | Cardiology | Imaging A digital biomarker for aortic stenosis development and progression using deep learning for two-dimensional echocardiography. October 9, 2023
Cardiology | Radiology CardioVision: A fully automated deep learning package for medical image segmentation and reconstruction generating digital twins for patients with aortic stenosis. August 26, 2023
Cardiology Severe aortic stenosis detection by deep learning applied to echocardiography. August 23, 2023
Cardiology Transformer-based Spatio-temporal Analysis for Classification of Aortic Stenosis Severity from Echocardiography Cine Series. August 15, 2023
Cardiology | Radiology 4Dflow-VP-Net: A deep convolutional neural network for noninvasive estimation of relative pressures in stenotic flows from 4D flow MRI. July 27, 2023
Cardiology | Machine Learning | Medical Imaging Predicting one-year left ventricular mass index regression following transcatheter aortic valve replacement in patients with severe aortic stenosis: A new era is coming. April 21, 2023
Artificial Intelligence | Cardiology Multi-center retrospective cohort study applying deep learning to electrocardiograms to identify left heart valvular dysfunction. February 14, 2023
Cardiology Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease. August 4, 2022