Jelmer M. Wolterink

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

Jelmer M. Wolterink, Tim Leiner, Max A. Viergever et al. · IEEE Transactions on Medical Imaging · 2017 · 1K citations

Computed Tomography, Medical Image Segmentation, Image Analysis +15

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Jelmer M. Wolterink, Tim Leiner, Bob D. de Vos et al. · Medical Image Analysis · 2016 · 307 citations

Convolutional Neural Network, Image Analysis, Machine Learning +13

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink et al. · Medical Image Analysis · 2017 · 208 citations · Full text

Coronary Ct Angiography, Machine Learning, Data Science +13

Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier

Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever et al. · Medical Image Analysis · 2018 · 201 citations · Full text

Image Analysis, Engineering, Medical Imaging +10