Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning.

Ataloglou, Dimitrios

Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning. [electronic resource] - Neuroinformatics 10 2019 - 563-582 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

1559-0089

10.1007/s12021-019-09417-y doi


Aged
Aged, 80 and over
Databases, Factual--trends
Deep Learning--trends
Female
Hippocampus--diagnostic imaging
Humans
Image Processing, Computer-Assisted--methods
Imaging, Three-Dimensional--methods
Machine Learning--trends
Magnetic Resonance Imaging--methods
Male
Middle Aged
Neural Networks, Computer
Reproducibility of Results
Time Factors