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pro vyhledávání: '"Keuth, Ron"'
Autor:
Keuth, Ron, Hansen, Lasse, Balks, Maren, Jäger, Ronja, Schröder, Anne-Nele, Tüshaus, Ludger, Heinrich, Mattias
Semantic segmentation is a crucial task in medical imaging. Although supervised learning techniques have proven to be effective in performing this task, they heavily depend on large amounts of annotated training data. The recently introduced Segment
Externí odkaz:
http://arxiv.org/abs/2411.12602
Autor:
Keuth, Ron, Hansen, Lasse, Balks, Maren, Jäger, Ronja, Schröder, Anne-Nele, Tüshaus, Ludger, Heinrich, Mattias
Purpose: Semantic segmentation and landmark detection are fundamental tasks of medical image processing, facilitating further analysis of anatomical objects. Although deep learning-based pixel-wise classification has set a new-state-of-the-art for se
Externí odkaz:
http://arxiv.org/abs/2405.19746
Autor:
Keuth, Ron, Heinrich, Mattias
When solving a segmentation task, shaped-base methods can be beneficial compared to pixelwise classification due to geometric understanding of the target object as shape, preventing the generation of anatomical implausible predictions in particular f
Externí odkaz:
http://arxiv.org/abs/2401.07542
Publikováno v:
International Journal of Computer Assisted Radiology and Surgery 2024
Purpose: Navigation guidance is a key requirement for a multitude of lung interventions using video bronchoscopy. State-of-the-art solutions focus on lung biopsies using electromagnetic tracking and intraoperative image registration w.r.t. preoperati
Externí odkaz:
http://arxiv.org/abs/2307.08318
Publikováno v:
SPIE Medical Imaging 2023: Image Processing
Video bronchoscopy is routinely conducted for biopsies of lung tissue suspected for cancer, monitoring of COPD patients and clarification of acute respiratory problems at intensive care units. The navigation within complex bronchial trees is particul
Externí odkaz:
http://arxiv.org/abs/2208.11468
Akademický článek
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Autor:
Colliot, Olivier, Išgum, Ivana, Keuth, Ron, Heinrich, Mattias, Eichenlaub, Martin, Himstedt, Marian
Publikováno v:
Proceedings of SPIE; April 2023, Vol. 12464 Issue: 1 p124640A-124640A-8, 1121769p
Publikováno v:
Proceedings of SPIE; 3/8/2023, Vol. 12464, p1246426-1246426, 1p
Publikováno v:
Proceedings of SPIE; 3/8/2023, Vol. 12464, p124640A-124640A-8, 1p
Autor:
Colliot, Olivier, Išgum, Ivana, Graf, Laura F., Siebert, Hanna, Mischkewitz, Sven, Keuth, Ron, Heinrich, Mattias P.
Publikováno v:
Proceedings of SPIE; April 2023, Vol. 12464 Issue: 1 p1246426-1246426-5