Automated left ventricular myocardium segmentation using 3D deeply supervised attention U‐net for coronary computed tomography angiography; CT myocardium segmentation

Automatic multiorgan segmentation in thorax CT images using U‐net‐ GAN

(2019) Xue Dong et al.   MEDICAL PHYSICS

Convolutional neural network-based approach for segmentation of left ventricle myocardial scar from 3D late gadolinium enhancement MR images

(2019) Fatemeh Zabihollahy et al.   MEDICAL PHYSICS

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

(2019) Bo Wang et al.   MEDICAL PHYSICS

Left ventricle segmentation in the era of deep learning

(2019) Jelmer M. Wolterink   JOURNAL OF NUCLEAR CARDIOLOGY

Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association

(2019) Emelia J. Benjamin et al.   CIRCULATION

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Learning‐based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery

(2019) Tonghe Wang et al.   MEDICAL PHYSICS

Ultrasound prostate segmentation based on multidirectional deeply supervised V‐Net

(2019) Yang Lei et al.   MEDICAL PHYSICS

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

(2019) Geert Litjens et al.   JACC-Cardiovascular Imaging

CT prostate segmentation based on synthetic MRI‐aided deep attention fully convolution network

(2019) Yang Lei et al.   MEDICAL PHYSICS

Prognostic Impact of Left Ventricular Ejection Fraction in Patients With Severe Aortic Stenosis

(2018) Tomohiko Taniguchi et al.   JACC-Cardiovascular Interventions

A Combined Fully Convolutional Networks and Deformable Model for Automatic Left Ventricle Segmentation Based on 3D Echocardiography

(2018) Suyu Dong et al.   Biomed Research International

Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries

(2018) Deepak Mishra et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences

(2017) Li Kuo Tan et al.   MEDICAL IMAGE ANALYSIS

Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance

(2017) Tuan Anh Ngo et al.   MEDICAL IMAGE ANALYSIS

Machine Learning for Medical Imaging

(2017) Bradley J. Erickson et al.   RADIOGRAPHICS

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

(2016) Florin C. Ghesu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI

(2016) M.R. Avendi et al.   MEDICAL IMAGE ANALYSIS

Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI

(2016) Xiahai Zhuang et al.   MEDICAL IMAGE ANALYSIS

Multi-atlas segmentation of biomedical images: A survey

(2015) Juan Eugenio Iglesias et al.   MEDICAL IMAGE ANALYSIS

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection

(2015) Xiahai Zhuang et al.   MEDICAL PHYSICS

Cardiac valve calcifications on low-dose unenhanced ungated chest computed tomography: inter-observer and inter-examination reliability, agreement and variability

(2014) Robbert W. van Hamersvelt et al.   EUROPEAN RADIOLOGY

Quantification of the myocardial area at risk using coronary CT angiography and Voronoi algorithm-based myocardial segmentation

(2014) Akira Kurata et al.   EUROPEAN RADIOLOGY

Cardiovascular remodelling in coronary artery disease and heart failure

(2014) Gerd Heusch et al.   LANCET

Prognosis of Individuals With Asymptomatic Left Ventricular Systolic Dysfunction in the Multi-Ethnic Study of Atherosclerosis (MESA)

(2012) Joseph Yeboah et al.   CIRCULATION

The Worldwide Environment of Cardiovascular Disease: Prevalence, Diagnosis, Therapy, and Policy Issues

(2012) Lawrence J. Laslett et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Accuracy of coronary artery stenosis detection with CT versus conventional coronary angiography compared with composite findings from both tests as an enhanced reference standard

(2011) J. Matthias Kerl et al.   EUROPEAN RADIOLOGY

The Segmentation of the Left Ventricle of the Heart From Ultrasound Data Using Deep Learning Architectures and Derivative-Based Search Methods

(2011) G. Carneiro et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-Atlas-Based Segmentation With Local Decision Fusion—Application to Cardiac and Aortic Segmentation in CT Scans

(2009) I. Isgum et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus

(2009) Eva M. van Rikxoort et al.   MEDICAL IMAGE ANALYSIS

General Cardiovascular Risk Profile for Use in Primary Care

(2008) Ralph B. D’Agostino et al.   CIRCULATION

Diagnostic Performance of Coronary Angiography by 64-Row CT

(2008) Julie M. Miller et al.   NEW ENGLAND JOURNAL OF MEDICINE