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Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
Gros, Charley; De Leener, Benjamin; Badji, Atef; Maranzano, Josefina; Eden, Dominique; Dupont, Sara M; Talbott, Jason; Zhuoquiong, Ren; Liu, Yaou; Granberg, Tobias; Ouellette, Russell; Tachibana, Yasuhiko; Hori, Masaaki; Kamiya, Kouhei; Chougar, Lydia; Stawiarz, Leszek; Hillert, Jan; Bannier, Elise; Kerbrat, Anne; Edan, Gilles; Labauge, Pierre; Callot, Virginie; Pelletier, Jean; Audoin, Bertrand; Rasoanandrianina, Henitsoa; Brisset, Jean-Christophe; Valsasina, Paola; Rocca, Maria A; Filippi, Massimo; Bakshi, Rohit; Tauhid, Shahamat; Prados, Ferran; Yiannakas, Marios; Kearney, Hugh; Ciccarelli, Olga; Smith, Seth; Treaba, Constantina Andrada; Mainero, Caterina; Lefeuvre, Jennifer; Reich, Daniel S; Nair, Govind; Auclair, Vincent; McLaren, Donald G; Martin, Allan R; Fehlings, Michael G; Vahdat, Shahabeddin; Khatibi, Ali; Doyon, Julien; Shepherd, Timothy; Charlson, Erik.
Affiliation
  • Gros C; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada.
  • De Leener B; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada.
  • Badji A; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada; Department of Neuroscience, Faculty of Medicine, University of Montreal, Montreal, QC, Canada.
  • Maranzano J; McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada.
  • Eden D; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada.
  • Dupont SM; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada; Department of Radiology and Biomedical Imaging, Zuckerberg San Francisco General Hospital, University of California, San Francisco, CA, USA.
  • Talbott J; Department of Radiology and Biomedical Imaging, Zuckerberg San Francisco General Hospital, University of California, San Francisco, CA, USA.
  • Zhuoquiong R; Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, PR China.
  • Liu Y; Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053, PR China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100050, PR China.
  • Granberg T; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, USA.
  • Ouellette R; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, USA.
  • Tachibana Y; National Institute of Radiological Sciences, Chiba, Chiba, Japan.
  • Hori M; Juntendo University Hospital, Tokyo, Japan.
  • Kamiya K; Juntendo University Hospital, Tokyo, Japan.
  • Chougar L; Juntendo University Hospital, Tokyo, Japan; Hospital Cochin, Paris, France.
  • Stawiarz L; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
  • Hillert J; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
  • Bannier E; CHU Rennes, Radiology Department, France; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR, 6074, Visages U1128, France.
  • Kerbrat A; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR, 6074, Visages U1128, France; CHU Rennes, Neurology Department, France.
  • Edan G; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR, 6074, Visages U1128, France; CHU Rennes, Neurology Department, France.
  • Labauge P; MS Unit, DPT of Neurology, University Hospital of Montpellier, France.
  • Callot V; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, CEMEREM, Marseille, France.
  • Pelletier J; APHM, CHU Timone, CEMEREM, Marseille, France; APHM, Department of Neurology, CHU Timone, APHM, Marseille, France.
  • Audoin B; APHM, CHU Timone, CEMEREM, Marseille, France; APHM, Department of Neurology, CHU Timone, APHM, Marseille, France.
  • Rasoanandrianina H; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, CEMEREM, Marseille, France.
  • Brisset JC; Observatoire Français de la Sclérose en Plaques (OFSEP), Univ Lyon, Université Claude Bernard Lyon 1, Hospices Civils de Lyon, CREATIS-LRMN, UMR 5220 CNRS & U 1044 INSERM, Lyon, France.
  • Valsasina P; Neuroimaging Research Unit, INSPE, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
  • Rocca MA; Neuroimaging Research Unit, INSPE, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
  • Filippi M; Neuroimaging Research Unit, INSPE, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
  • Bakshi R; Brigham and Women's Hospital, Harvard Medical School, Boston, USA.
  • Tauhid S; Brigham and Women's Hospital, Harvard Medical School, Boston, USA.
  • Prados F; Queen Square MS Centre, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; Center for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom.
  • Yiannakas M; Queen Square MS Centre, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK.
  • Kearney H; Queen Square MS Centre, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK.
  • Ciccarelli O; Queen Square MS Centre, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK.
  • Smith S; Vanderbilt University, Tennessee, USA.
  • Treaba CA; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, USA.
  • Mainero C; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, USA.
  • Lefeuvre J; National Institute of Neurological Disorders and Stroke, National Institutes of Health, Maryland, USA.
  • Reich DS; National Institute of Neurological Disorders and Stroke, National Institutes of Health, Maryland, USA.
  • Nair G; National Institute of Neurological Disorders and Stroke, National Institutes of Health, Maryland, USA.
  • Auclair V; Biospective Inc., Montreal, QC, Canada.
  • McLaren DG; Biospective Inc., Montreal, QC, Canada.
  • Martin AR; Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.
  • Fehlings MG; Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.
  • Vahdat S; Neurology Department, Stanford University, USA; Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, QC, Canada.
  • Khatibi A; McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada; Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, QC, Canada.
  • Doyon J; McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada; Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, QC, Canada.
  • Shepherd T; NYU Langone Medical Center, New York, USA.
  • Charlson E; NYU Langone Medical Center, New York, USA.
Neuroimage ; 184: 901-915, 2019 01 01.
Article de En | MEDLINE | ID: mdl-30300751
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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Moelle spinale / Traitement d'image par ordinateur / / Sclérose en plaques Type d'étude: Diagnostic_studies / Guideline / Prognostic_studies Limites: Humans Langue: En Journal: Neuroimage Sujet du journal: DIAGNOSTICO POR IMAGEM Année: 2019 Type de document: Article Pays d'affiliation: Canada
Texte intégral
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Imprimer
XML
PubMed Links
Recherche sur Google

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Moelle spinale / Traitement d'image par ordinateur / / Sclérose en plaques Type d'étude: Diagnostic_studies / Guideline / Prognostic_studies Limites: Humans Langue: En Journal: Neuroimage Sujet du journal: DIAGNOSTICO POR IMAGEM Année: 2019 Type de document: Article Pays d'affiliation: Canada