Deep learning uncertainty quantification of cortical lesions in MP2RAGE for missed lesions discovery
2023
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Title
Deep learning uncertainty quantification of cortical lesions in MP2RAGE for missed lesions discovery
Author(s)
Molchanova, Nataliia (School of Management, University of Applied Sciences and Arts Western Switzerland Valais ; CIBM Center for Biomedical Imaging, Lausanne, Switzerland ; Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Radiology Department, Lausanne, Switzerland)
Cagol, Alessandro (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland ; University of Genova, Department of Health Sciences, Genova, Italy)
Ocampo-Pineda, Mario (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Chen, Xinjie (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Weigel, Matthias (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland ; University Hospital Basel, Division of Radiological Physics, Department of Radiology, Basel, Switzerland)
Depeursinge, Adrien (School of Management, HES-SO, University of Applied Sciences and Arts Western Switzerland Valais)
Müller, Henning (School of Management, University of Applied Sciences and Arts Western Switzerland Valais ; University of Geneva, Department of Radiology and Medical Informatics, Geneva, Switzerland)
Graziani, Mara (School of Management, HES-SO, University of Applied Sciences and Arts Western Switzerland Valais)
Granziera, Cristina (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Bach Cuadra, Meritxell (CIBM Center for Biomedical Imaging, Lausanne, Switzerland ; Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Radiology Department, Lausanne, Switzerland)
Cagol, Alessandro (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland ; University of Genova, Department of Health Sciences, Genova, Italy)
Ocampo-Pineda, Mario (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Chen, Xinjie (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Weigel, Matthias (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland ; University Hospital Basel, Division of Radiological Physics, Department of Radiology, Basel, Switzerland)
Depeursinge, Adrien (School of Management, HES-SO, University of Applied Sciences and Arts Western Switzerland Valais)
Müller, Henning (School of Management, University of Applied Sciences and Arts Western Switzerland Valais ; University of Geneva, Department of Radiology and Medical Informatics, Geneva, Switzerland)
Graziani, Mara (School of Management, HES-SO, University of Applied Sciences and Arts Western Switzerland Valais)
Granziera, Cristina (University Hospital Basel and University of Basel, Translational Imaging in Neurology (ThINk), Department of Biomedical Engineering, Basel, Switzerland ; University Hospital Basel, Department of Neurology, Basel, Switzerland ; University Hospital Basel and University of Basel, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland)
Bach Cuadra, Meritxell (CIBM Center for Biomedical Imaging, Lausanne, Switzerland ; Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Radiology Department, Lausanne, Switzerland)
Date
2023-10
Published in
Multiple Sclerosis Journal
Volume
29
Issue
3, suppl. MSMilan2023
Pages / Article number
p. 918
Publisher
California, SAGE Publications
Pagination & equivalents
1 p.
Presented at
MSMilan2023, Milan, Italy, 2023-10-11, 2023-10-13
ISSN
1352-4585
Paper type
extended abstract
Faculty
Economie et Services
School
HEG-VS
Institute
Institut Informatique de gestion
Record Appears in
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