Coupé, Pierrick; Mansencal, Boris; Clement, Michael; Giraud, Rémi; Denis de Senneville, Baudouin; Ta, Vinh-Thong; Lepetit, Vincent; Manjón Herrera, José Vicente(Elsevier, 2020-10-01)
[EN] Whole brain segmentation of fine-grained structures using deep learning (DL) is a very challenging task since the number of anatomical labels is very high compared to the number of available training images. To address ...
Xie, Long; Wisse, Laura E. M.; Pluta, John; de Flores, Robin; Piskin, Virgine; Manjón Herrera, José Vicente; Wang, Hongzhi; Das, Sandhitsu R.; Ding, Song-Lin; Wolk, David A.; Yushkevich, Paul A.(John Wiley & Sons, 2019-08-15)
[EN] Medial temporal lobe (MTL) substructures are the earliest regions affected by neurofibrillary tangle pathology-and thus are promising biomarkers for Alzheimer's disease (AD). However, automatic segmentation of the MTL ...
[EN] Previous literature about the structural characterization of the human cerebellum is
related to the context of a specific pathology or focused in a restricted age range. In
fact, studies about the cerebellum maturation ...
[EN] There is no consensus in literature about lifespan brain maturation and senescence, mainly because previous lifespan studies have been performed on restricted age periods and/or with a limited number of scans, making ...