Ontology highlight
ABSTRACT:
SUBMITTER: Brui E
PROVIDER: S-EPMC7784718 | biostudies-literature | 2020 Aug
REPOSITORIES: biostudies-literature
Brui Ekaterina E Efimtcev Aleksandr Y AY Fokin Vladimir A VA Fernandez Remi R Levchuk Anatoliy G AG Ogier Augustin C AC Samsonov Alexey A AA Mattei Jean P JP Melchakova Irina V IV Bendahan David D Andreychenko Anna A
NMR in biomedicine 20200511 8
The study objective was to investigate the performance of a dedicated convolutional neural network (CNN) optimized for wrist cartilage segmentation from 2D MR images. CNN utilized a planar architecture and patch-based (PB) training approach that ensured optimal performance in the presence of a limited amount of training data. The CNN was trained and validated in 20 multi-slice MRI datasets acquired with two different coils in 11 subjects (healthy volunteers and patients). The validation included ...[more]