Hippocampus Localization Using a Two-Stage Ensemble Hough Convolutional Neural Network

Hippocampus Localization Using a Two-Stage Ensemble Hough Convolutional Neural Network

In this paper, we present a two-stage ensemble-based approach to localize the anatomical structure of interest from magnetic resonance imaging (MRI) scans. We combine a Hough voting method with a convolutional neural network to automatically localize brain anatomical structures such as the hippocamp...

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Bibliographic Details
Main Authors: Abol Basher, Kyu Yeong Choi, Jang Jae Lee, Bumshik Lee, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Ensemble Hough-CNN
hippocampus
displacement vector
MRI
Hough voting
Online Access:https://ieeexplore.ieee.org/document/8726324/

Internet

https://ieeexplore.ieee.org/document/8726324/

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