Deep learning for automatic segmentation of thigh and leg muscles.

Abstract

Authors

• Abramo Agosti
  Department of Mathematics, University of Pavia, Pavia, Italy.
• Enea Shaqiri
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Matteo Paoletti
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Francesca Solazzo
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Niels Bergsland
  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.
• Giulia Colelli
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Giovanni Savini
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Shaun I Muzic
  University of Pavia, Pavia, Italy.
• Francesco Santini
  Division of Radiological Physics, Department of Radiology, University Hospital Basel, Basel, Switzerland.
• Xeni Deligianni
  Division of Radiological Physics, Department of Radiology, University Hospital Basel, Basel, Switzerland.
• Luca Diamanti
  Neuro-oncology Unit, IRCCS Mondino Foundation, Pavia, Italy.
• Mauro Monforte
  Unitá Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy.
• Giorgio Tasca
  From the Neuromuscular Disorders Unit, Neurology Department (J.V.-D., J.A.-P., I.I., J.D.-M.), and Radiology Department (C.N.-P., J.L.), Hospital de la Santa Creu I Sant Pau, Barcelona, Spain; UOC di Neurologia (G.T.), Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Copenhagen Neuromuscular Center, Department of Neurology (J.V.), Rigshospitalet, University of Copenhagen, Denmark; John Walton Muscular Dystrophy Research Centre (V.S., J.D.-M.), University of Newcastle, Newcastle Upon Tyne, UK; Hospital Universitario Donostia (R.F.-T.); and Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER) (I.I., J.D.-M.), Madrid, Spain.
• Enzo Ricci
  Unitá Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy.
• Stefano Bastianello
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.
• Anna Pichiecchio
  Advanced Imaging and Radiomics Center, Neuroradiology Department, IRCCS Mondino Foundation, Pavia, Italy.

Keywords

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