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Ivana Isgum
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Publications
- 2019
- [j18]Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum:
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Medical Image Anal. 53: 142-155 (2019) - 2018
- [j14]Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum:
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions. IEEE Trans. Medical Imaging 37(2): 615-625 (2018) - [c29]Nikolas Leßmann, Bram van Ginneken, Ivana Isgum:
Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images. Medical Imaging: Image Processing 2018: 1057408 - [i22]Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum:
Iterative fully convolutional neural networks for automatic vertebra segmentation. CoRR abs/1804.04383 (2018) - 2017
- [i3]Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum:
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. CoRR abs/1711.00349 (2017) - 2016
- [c21]Nikolas 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:
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. Medical Imaging: Computer-Aided Diagnosis 2016: 978511 - 2012
- [j4]Clara I. Sánchez, Meindert Niemeijer, Ivana Isgum, Alina V. Dumitrescu, Maria S. A. Suttorp-Schulten, Michael D. Abràmoff, Bram van Ginneken:
Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans. Medical Image Anal. 16(1): 50-62 (2012) - [j3]Ivana Isgum, Mathias Prokop, Meindert Niemeijer, Max A. Viergever, Bram van Ginneken:
Automatic Coronary Calcium Scoring in Low-Dose Chest Computed Tomography. IEEE Trans. Medical Imaging 31(12): 2322-2334 (2012) - 2010
- [j2]Eva M. van Rikxoort, Ivana Isgum, Yulia Arzhaeva, Marius Staring, Stefan Klein, Max A. Viergever, Josien P. W. Pluim, Bram van Ginneken:
Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus. Medical Image Anal. 14(1): 39-49 (2010) - [c4]Ivana Isgum, Mathias Prokop, Peter C. Jacobs, Martijn J. Gondrie, Willem P. Th. M. Mali, Max A. Viergever, Bram van Ginneken:
Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis 2010: 76240M - 2009
- [j1]Ivana Isgum, Marius Staring, Annemarieke Rutten, Mathias Prokop, Max A. Viergever, Bram van Ginneken:
Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans. IEEE Trans. Medical Imaging 28(7): 1000-1010 (2009) - 2008
- [c3]Eva M. van Rikxoort, Ivana Isgum, Marius Staring, Stefan Klein, Bram van Ginneken:
Adaptive local multi-atlas segmentation: application to heart segmentation in chest CT scans. Medical Imaging: Image Processing 2008: 691407 - 2004
- [c2]Ivana Isgum, Bram van Ginneken, Mathias Prokop:
A Pattern Recognition Approach to Automated Coronary Calcium Scoring. ICPR (3) 2004: 746-749 - 2003
- [c1]Ivana Isgum, Bram van Ginneken, Max A. Viergever:
Automatic detection of calcifications in the aorta from abdominal CT scans. CARS 2003: 1037-1042
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