Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks - researchr publication related

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Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum. Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks. In Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I. Volume 9349 of Lecture Notes in Computer Science, pages 589-596, Springer, 2015. [doi]

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Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networksJelmer M. Wolterink, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum. mia, 34:123-136, 2016. [doi]

Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CTNikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken. micad 2016: 978511 [doi]

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CTBob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum. tmi, 38(9):2127-2138, 2019. [doi]

Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networksMajd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum. isbi 2016: 40-43 [doi]

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated ConvolutionsNikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum. tmi, 37(2):615-625, 2018. [doi]

Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT AngiographyJelmer M. Wolterink, Tim Leiner, Ivana Isgum. miccai 2019: 62-69 [doi]

Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity DetectionJelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum. tmi, 34(9):1867-1878, 2015. [doi]

An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CTJelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum. micad 2014: [doi]

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