Hippocampus segmentation on epilepsy and Alzheimer’s disease studies with multiple convolutional neural networks Heliyon, Volume 7, Issue 2, February 2021, e06226 Background: Hippocampus segmentation on magnetic resonance imaging is of...
Extended 2D Consensus Hippocampus Segmentation Medical Imaging with Deep Learning 2019 Hippocampus segmentation plays a key role in diagnosing various brain disorders. Nowadays, segmentation is a manual, time consuming...
A new approach for longitudinal study of white matter lesion based on texture variation XXV Congresso Brasileiro de Engenharia Biomédica, p. 963-966, 2016 Lesions within the white matter brain...
Etiology-based classification of brain white matter hyperintensity on magnetic resonance imaging Journal of Medical Imaging, 2015 Brain white matter lesions found upon magnetic resonance imaging are often observed in...
A comparison between k-Optimum Path Forest and k-Nearest Neighbors supervised classifiers Pattern Recognition Letters, Volume 39, 1 April 2014, Pages 2-10 This paper presents the k-Optimum Path Forest (k-OPF)...