no code implementations • 30 Apr 2024 • Kristina Mach, Hessam Roodaki, Michael Sommersperger, Nassir Navab
This paper presents an innovative approach to intraoperative Optical Coherence Tomography (iOCT) image segmentation in ophthalmic surgery, leveraging statistical analysis of speckle patterns to incorporate statistical pathology-specific prior knowledge.
1 code implementation • 30 Mar 2022 • Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab
Do black-box neural network models learn clinically relevant features for fracture diagnosis?
no code implementations • 29 Mar 2022 • Matthias Keicher, Kamilia Zaripova, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab
The automation of chest X-ray reporting has garnered significant interest due to the time-consuming nature of the task.