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EVALUATION OF A CONVOLUTIONAL NEURAL NETWORK FOR AUTOMATED SEGMENTATION OF LOW-GRADE GLIOMAS

Author:Margaux Verdier  Justine Belko  Jeremy Deverdun  Nicolas Menjot de Champfleur  Thomas Troalen  Bénédicte Maréchal  Emmanuelle Le Bars  Till Huelnhagen  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Explorations of AI in Neuroimaging  

Program Number:3282  

Room Session:Concurrent 6  

Institution:Advanced Clinical Imaging Technology, Siemens Healthcare AG  I2FH , Neuroradiology, CHU Montpellier, Montpellier University, France  Siemens Healthcare  Laboratoire Charles Coulomb, University of Montpellier, France  LTS5, Ecole Polytechnique Fédérale de Lausanne  Radiology Department, Lausanne University Hospital and University of Lausanne, Switzerland  

Toward Fully Automated Assessment of the Central Vein Sign Using Deep Learning

Author:Till Huelnhagen  Omar Al Louzi  Mário João Fartaria  Lynn Daboul  Pietro Maggi  Cristina Granziera  Meritxell Bach Cuadra  Jonas Richiardi  Daniel Reich  Tobias Kober  Pascal Sati  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:Multiple Sclerosis  

Program Number:0488  

Room Session:Concurrent 6  

Institution:Advanced Clinical Imaging Technology, Siemens Healthcare AG  Department of Neurology, Lausanne University Hospital and University of Lausanne  Department of Radiology, Lausanne University Hospital and University of Lausanne  Medical Image Analysis Laboratory (MIAL), Centre d'Imagerie BioMédicale (CIBM), University of Lausanne  National Institutes of Health (NIH)  Neurologic Clinic and Policlinic, Departments of Medicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel  Cliniques universitaires Saint-Luc, Université catholique de Louvain  Department of Neurology, Cedars-Sinai Medical Center  Translational Imaging in Neurology (ThINk) Basel, Department of Medicine and Biomedical Engineering, University Hospital Basel and University of Basel  Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) Basel, University Hospital Basel and University of Basel  Signal Processing Laboratory (LTS 5), Ecole Polytechnique Fédérale de Lausanne (EPFL)