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Conference paper 2024

Anatomy-Guided Pathology Segmentation

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024

DOI
Anatomy-Guided Pathology Segmentation

Abstract

Pathological structures in medical images are typically deviations from the expected anatomy of a patient. While clinicians consider this interplay between anatomy and pathology, recent deep learning algorithms specialize in recognizing either one of the two, rarely considering the patient’s body from such a joint perspective.
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