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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?

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Ivo Wolf

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Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection., , , , , , , , , и 10 other автор(ы). Bildverarbeitung für die Medizin, стр. 114. Springer, (2024)Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features., , , , , и . STACOM@MICCAI, том 10663 из Lecture Notes in Computer Science, стр. 120-129. Springer, (2017)Accuracy evaluation of a mitral valve surgery assistance system based on optical tracking., , , , , , и . Int. J. Comput. Assist. Radiol. Surg., 11 (10): 1891-1904 (2016)Abstract: Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training., , , , и . Bildverarbeitung für die Medizin, стр. 341. Springer, (2020)Multimodal image registration of pre- and intra-interventional data for surgical planning of transarterial chemoembolisation., , , , и . Medical Imaging: Image-Guided Procedures, том 10951 из SPIE Proceedings, стр. 109512U. SPIE, (2019)Parallelisierung intensitätsbasierter 2D/3D-Registrierung mit CUDA., , и . Bildverarbeitung für die Medizin, стр. 416-421. Springer, (2012)Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?, , , , , , , , , и 27 other автор(ы). IEEE Trans. Medical Imaging, 37 (11): 2514-2525 (2018)Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries., , , , и . MICCAI (1), том 11070 из Lecture Notes in Computer Science, стр. 747-755. Springer, (2018)Intra-operative adjustment of standard planes in C-arm CT image data., , , , , , , , и . Int. J. Comput. Assist. Radiol. Surg., 11 (3): 495-504 (2016)Investigation of 3D histograms of oriented gradients for image-based registration of CT with interventional CBCT., , , , , и . Medical Imaging: Image-Guided Procedures, том 10135 из SPIE Proceedings, стр. 101350C. SPIE, (2017)