MR images, brain lesions, and deep learning

D Castillo, V Lakshminarayanan… - Applied Sciences, 2021 - mdpi.com
Featured Application This review provides a critical review of deep/machine learning
algorithms used in the identification of ischemic stroke and demyelinating brain diseases. It …

Identifying Demyelinating and Ischemia brain diseases through magnetic resonance images processing

DP Castillo, RJ Samaniego, Y Jiménez… - 2019 IEEE Nuclear …, 2019 - ieeexplore.ieee.org
Brain Magnetic Resonance Images are a very useful tool for the diagnosis of brain diseases
and analyse brain changes. The appropriate processing (neuroimaging) can help to identify …

Magnetic resonance brain images algorithm to identify demyelinating and ischemic diseases

D Castillo, R Samaniego, Y Jiménez… - … of Digital Image …, 2018 - spiedigitallibrary.org
Brain demyelination lesions occur due to damage of the myelin layer of nerve fibers, this
deterioration is the cause of pathologies such as multiple sclerosis, leukodystrophy …

Assessment of mesial temporal sclerosis through MRI processing

D Castillo, R Samaniego, Y Jiménez… - Emerging Topics in …, 2020 - spiedigitallibrary.org
Mesial temporal sclerosis (MTS) is the principal cause of complex epilepsy, is manifested
principally by gliosis and hippocampal volume loss. This project aims to develop an …

MTS image analyzer: a software tool to identify mesial temporal sclerosis in MRI images

D Castillo, J Macas, R Samaniego… - … of Digital Image …, 2021 - spiedigitallibrary.org
Epilepsy is a chronic neurological disorder that causes unprovoked and recurrent seizures
which according to WHO affects approximately 50 million people worldwide. Functional …