CERES: A new cerebellum lobule segmentation method
| hal.structure.identifier | ITACA | |
| dc.contributor.author | ROMERO, Jose | |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| dc.contributor.author | COUPÉ, Pierrick | |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| hal.structure.identifier | Institut Polytechnique de Bordeaux [Bordeaux INP] | |
| hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
| dc.contributor.author | GIRAUD, Rémi | |
| hal.structure.identifier | Institut Polytechnique de Bordeaux [Bordeaux INP] | |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| dc.contributor.author | TA, Vinh-Thong | |
| hal.structure.identifier | Montreal Neurological Institute and Hospital | |
| dc.contributor.author | FONOV, Vladimir | |
| hal.structure.identifier | Douglas Mental Health University Institute | |
| dc.contributor.author | PARK, Min Tae | |
| hal.structure.identifier | Douglas Mental Health University Institute | |
| dc.contributor.author | CHAKRAVARTY, Mallar | |
| dc.contributor.author | VOINESKOS, Aristotle | |
| hal.structure.identifier | ITACA | |
| dc.contributor.author | MANJÓN, Jose | |
| dc.date.accessioned | 2024-04-04T03:12:59Z | |
| dc.date.available | 2024-04-04T03:12:59Z | |
| dc.date.issued | 2016 | |
| dc.identifier.issn | 1053-8119 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/193914 | |
| dc.description.abstractEn | The human cerebellum is involved in language, motor tasks and cognitive processes such as attention or emotional processing. Therefore, an automatic and accurate segmentation method is highly desirable to measure and understand the cerebellum role in normal and pathological brain development. In this work, we propose a patch-‐based multi-‐atlas segmentation tool called CERES (CEREbellum Segmentation) that is able to automatically parcellate the cerebellum lobules. The proposed method works with standard resolution magnetic resonance T1-‐weighted images and uses the Optimized PatchMatch algorithm to speed up the patch matching process. The proposed method was compared with related recent state-‐of-‐the-‐art methods showing competitive results in both accuracy (average DICE of 0.7729) and execution time (around 5 minutes). | |
| dc.description.sponsorship | Translational Research and Advanced Imaging Laboratory - ANR-10-LABX-0057 | |
| dc.language.iso | en | |
| dc.publisher | Elsevier | |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/ | |
| dc.subject.en | MRI | |
| dc.subject.en | cerebellum lobule segmentation | |
| dc.subject.en | non-‐local multi-‐atlas patch-‐based label fusion | |
| dc.subject.en | optimized patchmatch | |
| dc.title.en | CERES: A new cerebellum lobule segmentation method | |
| dc.type | Article de revue | |
| dc.identifier.doi | 10.1016/j.neuroimage.2016.11.003 | |
| dc.subject.hal | Informatique [cs]/Imagerie médicale | |
| bordeaux.journal | NeuroImage | |
| bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-01398748 | |
| hal.version | 1 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-01398748v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=NeuroImage&rft.date=2016&rft.eissn=1053-8119&rft.issn=1053-8119&rft.au=ROMERO,%20Jose&COUP%C3%89,%20Pierrick&GIRAUD,%20R%C3%A9mi&TA,%20Vinh-Thong&FONOV,%20Vladimir&rft.genre=article |
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