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Deep learning for automatic segmentation of thigh and leg muscles.

Autor: Agosti, Abramo, Shaqiri, Enea, Paoletti, Matteo, Solazzo, Francesca, Bergsland, Niels, Colelli, Giulia, Savini, Giovanni, Muzic, Shaun I., Santini, Francesco, Deligianni, Xeni, Diamanti, Luca, Monforte, Mauro, Tasca, Giorgio, Ricci, Enzo, Bastianello, Stefano, Pichiecchio, Anna

Publikováno v: MAGMA: Magnetic Resonance Materials in Physics, Biology & Medicine; Jun2022, Vol. 35 Issue 3, p467-483, 17p

Deep learning for automatic segmentation of thigh and leg muscles.

Autor: Agosti A; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy. abramo.agosti@unipv.it.; Dipartimento di Matematica, Università degli Studi di Pavia, Pavia, Italy. abramo.agosti@unipv.it., Shaqiri E; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy., Paoletti M; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy., Solazzo F; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.; School of Specialization in Clinical Pharmacology and Toxicology Center of research in Medical Pharmacology, School of medicine University of Insubria, Varese, Italy., Bergsland N; Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences and University of Buffalo, The State University of New York, Buffalo, NY, USA., Colelli G; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.; Dipartimento di Matematica, Università degli Studi di Pavia, Pavia, Italy.; INFN, Pavia Group, Pavia, Italy., Savini G; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.; Department of Neuroradiology, IRCCS Humanitas Research Hospital, Milano, Italy., Muzic SI; University of Pavia, Pavia, Italy., Santini F; Division of Radiological Physics, Department of Radiology, University Hospital Basel, Basel, Switzerland.; Department of Biomedical Engineering, University of Basel, Allschwil, Basel, Switzerland., Deligianni X; Division of Radiological Physics, Department of Radiology, University Hospital Basel, Basel, Switzerland.; Department of Biomedical Engineering, University of Basel, Allschwil, Basel, Switzerland., Diamanti L; Neuro-oncology Unit, IRCCS Mondino Foundation, Pavia, Italy., Monforte M; Unitá Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy., Tasca G; Unitá Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy., Ricci E; Unitá Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy., Bastianello S; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy., Pichiecchio A; Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy.

Publikováno v: Magma (New York, N.Y.) [MAGMA] 2022 Jun; Vol. 35 (3), pp. 467-483. Date of Electronic Publication: 2021 Oct 19.