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Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks


Jan 20, 2021
Sven Koehler, Tarique Hussain, Zach Blair, Tyler Huffaker, Florian Ritzmann, Animesh Tandon, Thomas Pickardt, Samir Sarikouch, Heiner Latus, Gerald Greil, Ivo Wolf, Sandy Engelhardt

* Accepted for IEEE Transaction on Medical Imaging (TMI) 2021 on 13.01.2021 

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Unsupervised Domain Adaptation from Axial toShort-Axis Multi-Slice Cardiac MR Images byIncorporating Pretrained Task Networks


Jan 19, 2021
Sven Koehler, Tarique Hussain, Zach Blair, Tyler Huffaker, Florian Ritzmann, Animesh Tandon, Thomas Pickardt, Samir Sarikouch, Heiner Latus, Gerald Greil, Ivo Wolf, Sandy Engelhardt

* Accepted on 13.01.2021 for TMI (Transaction on Medical Imaging 2021) 

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Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks


Jan 07, 2021
Antonia Stern, Lalith Sharan, Gabriele Romano, Sven Koehler, Matthias Karck, Raffaele De Simone, Ivo Wolf, Sandy Engelhardt

* accepted for BVM 2021, 6 pages, 2 figures, 1 table 

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How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?


Feb 10, 2020
Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf

* Accepted for SPIE Medical Imaging 2020 

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Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training


Jun 24, 2019
Sandy Engelhardt, Lalith Sharan, Matthias Karck, Raffaele De Simone, Ivo Wolf

* accepted for MICCAI 2019 

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Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features


Jan 25, 2018
Fabian Isensee, Paul Jaeger, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Klaus H. Maier-Hein

* To appear in the STACOM 2017 proceedings 

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