DLFFNet: A new dynamical local feature fusion network for automatic aortic valve calcification recognition using echocardiography

Calcium Scoring to Classify Aortic Valve Stenosis Severity: What Is the Current Data?

(2023) Andréanne Powers et al.   Current Cardiology Reports

Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps

(2022) Dwarikanath Mahapatra et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms

(2022) Neal Yuan et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Deep convolutional neural networks to predict cardiovascular risk from computed tomography

(2021) Roman Zeleznik et al.   Nature Communications

Development of a deep learning-based algorithm for the automatic detection and quantification of aortic valve calcium

(2021) Suyon Chang et al.   EUROPEAN JOURNAL OF RADIOLOGY

Association between Aortic Valve Calcification Progression and Coronary Atherosclerotic Plaque Volume Progression in the PARADIGM Registry

(2021) Sang-Eun Lee et al.   RADIOLOGY

Cardiovascular Calcification as a Marker of Increased Cardiovascular Risk and a Surrogate for Subclinical Atherosclerosis: Role of Echocardiography

(2021) Andrea Faggiano et al.   Journal of Clinical Medicine

Calcium Identification and Scoring Based on Echocardiography. An Exploratory Study on Aortic Valve Stenosis

(2021) Luis B. Elvas et al.   Journal of Personalized Medicine

Automated coronary calcium scoring using deep learning with multicenter external validation

(2021) David Eng et al.   npj Digital Medicine

MetaMed: Few-shot medical image classification using gradient-based meta-learning

(2021) Rishav Singh et al.   PATTERN RECOGNITION

Aortic valve calcification predicts all-cause mortality independent of coronary calcification and severe stenosis

(2020) Jared L. Christensen et al.   ATHEROSCLEROSIS

Aortic valve calcification is subject to aortic stenosis severity and the underlying flow pattern

(2020) Verena Veulemans et al.   HEART AND VESSELS

Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography

(2019) Sarah Leclerc et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Why and How to Measure Aortic Valve Calcification in Patients With Aortic Stenosis

(2019) Tania Pawade et al.   JACC-Cardiovascular Imaging

MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography

(2019) Shakiba Moradi et al.   Physica Medica-European Journal of Medical Physics

A fused deep learning architecture for viewpoint classification of echocardiography

(2017) Xiaohong Gao et al.   Information Fusion

A pre-trained convolutional neural network based method for thyroid nodule diagnosis

(2017) Jinlian Ma et al.   ULTRASONICS

Cardiac Calcifications on Echocardiography Are Associated with Mortality and Stroke

(2016) Marvin Louis Roy Lu et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY