Muscle volume quantification: guiding transformers with anatomical priors

Muscle volume is a useful quantitative biomarker in sports, but also for the follow-up of degenerative musculo-skelletal diseases. In addition to volume, other shape biomarkers can be extracted by segmenting the muscles of interest from medical images. Manual segmentation is still today the gold sta...

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Veröffentlicht in:	arXiv.org 2023-10
Hauptverfasser:	Piecuch, Louise, Vanessa Gonzales Duque, Sarcher, Aurélie, Hollville, Enzo, Nordez, Antoine, Rabita, Giuseppe, Guilhem, Gaël, Mateus, Diana
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Biomarkers Image segmentation Magnetic resonance imaging Medical imaging Muscles Regularization Transformers
Online-Zugang:	Volltext
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