Multi-target Interactive Neural Network for Automated Segmentation of the Hippocampus in Magnetic Resonance Imaging
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive Computation"
DOI: 10.1007/s12559-019-09645-z
Abstract: The hippocampus has been recognized as an important biomarker for the diagnosis and assessment of neurological diseases. Convenient and accurate automated segmentation of the hippocampus facilitates the analysis of large-scale neuroimaging studies. This work describes… read more here.
Keywords: network; hippocampus; segmentation; magnetic resonance ... See more keywords
Segmentation of the hippocampus by transferring algorithmic knowledge for large cohort processing
Sign Up to like & getrecommendations! Published in 2018 at "Medical Image Analysis"
DOI: 10.1016/j.media.2017.11.004
Abstract: HighlightsWe present a rapid MRI hippocampal segmentation software that has been validated in large cohorts.The method uses deep learning (3D ConvNets) and learns from other existing (implemented) knowledge.For training, we used a mixture of real… read more here.
Keywords: knowledge; segmentation; method; cohort ... See more keywords