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Conference paper 2024

Anatomy-Guided Pathology Segmentation

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon-Sung 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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