Paracelsus Medizinische Privatuniversität (PMU)

Research & Innovation
Publications

Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain

#2020
#MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

PMU Authors
Jana Kemnitz, Felix Eckstein, Anja Ruhdorfer, Wolfgang Wirth, Sebastian Eder

All Authors
Jana Kemnitz, CF Baumgartner, Felix Eckstein, A. Chaudhari, Anja Ruhdorfer, Wolfgang Wirth, Sebastian Eder, E. Konukoglu

Journal association
MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Abstract

Keywords

STRENGTH, VOLUME, VALIDATION, IMAGES, STRUCTURAL PROGRESSION, CROSS-SECTIONAL AREA, LONGITUDINAL CHANGE, BETWEEN-KNEE, QUADRICEPS, SEMIAUTOMATED SEGMENTATION