Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks. - Majd Zreik; Tim Leiner; Bob D. de Vos; Robbert W. van Hamersvelt; Max A. Viergever; Ivana Isgum (ISBI, 2016)

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks. - Jelmer M. Wolterink; Tim Leiner; Bob D. de Vos; Robbert W. van Hamersvelt; Max A. Viergever; Ivana Isgum (Medical Image Anal., 2016)

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. - Majd Zreik; Tim Leiner; Bob D. de Vos; Robbert W. van Hamersvelt; Max A. Viergever; Ivana Isgum (CoRR, 2017)

Automatic Detection and Characterization of Coronary Artery Plaque and Stenosis using a Recurrent Convolutional Neural Network in Coronary CT Angiography. - Majd Zreik; Robbert W. van Hamersvelt; Jelmer M. Wolterink; Tim Leiner; Max A. Viergever; Ivana Isgum (CoRR, 2018)

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis. - Majd Zreik; Nikolas Leßmann; Robbert W. van Hamersvelt; Jelmer M. Wolterink; Michiel Voskuil; Max A. Viergever; Tim Leiner; Ivana Isgum (Medical Image Anal., 2018)

Improving myocardium segmentation in cardiac CT angiography using spectral information. - Steffen Bruns; Jelmer M. Wolterink; Robbert W. van Hamersvelt; Majd Zreik; Tim Leiner; Ivana Isgum (Image Processing, 2019)

Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis. - Majd Zreik; Robbert W. van Hamersvelt; Nadieh Khalili; Jelmer M. Wolterink; Michiel Voskuil; Max A. Viergever; Tim Leiner; Ivana Isgum (CoRR, 2019)

Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis. - Majd Zreik; Tim Leiner; Nadieh Khalili; Robbert W. van Hamersvelt; Jelmer M. Wolterink; Michiel Voskuil; Max A. Viergever; Ivana Isgum (CoRR, 2019)

Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier. - Jelmer M. Wolterink; Robbert W. van Hamersvelt; Max A. Viergever; Tim Leiner; Ivana Isgum (Medical Image Anal., 2019)

A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography. - Majd Zreik; Robbert W. van Hamersvelt; Jelmer M. Wolterink; Tim Leiner; Max A. Viergever; Ivana Isgum (IEEE Trans. Medical Imaging, 2019)

Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT. - Steffen Bruns; Jelmer M. Wolterink; Richard A. P. Takx; Robbert W. van Hamersvelt; Dominika Suchá; Max A. Viergever; Tim Leiner; Ivana Isgum (CoRR, 2020)

Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography. - Majd Zreik; Robbert W. van Hamersvelt; Nadieh Khalili; Jelmer M. Wolterink; Michiel Voskuil; Max A. Viergever; Tim Leiner; Ivana Isgum (IEEE Trans. Medical Imaging, 2020)