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Picture for Nadieh Khalili

Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations


Jul 26, 2021
Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng

* accepted at MICCAI 2021, code and model weights are available at http://github.com/sophiajw/HistAuGAN 

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Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis


Nov 10, 2019
Majd Zreik, Tim Leiner, Nadieh Khalili, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Išgum

* Submitted to IEEE Access. arXiv admin note: text overlap with arXiv:1906.04419 

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Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis


Jun 11, 2019
Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Išgum

* This work has been submitted to the TMI IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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