Castillo-Malla, Darwin Patricio; Samaniego, R.; Jimenez-Gaona, Yuliana; Sánchez, A.; Carrión, J.; Rodríguez-Álvarez, M. J.(SPIE, The International Society for Optical Engineering, 2020-08-20)
[EN] 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 algorithm that allows automatic measurement ...
Jiménez-Gaona, Yuliana; Rodríguez Álvarez, María José; Lakshminarayanan, Vasudevan(MDPI AG, 2020-11)
[EN] This paper provides a critical review of the literature on deep learning applications in breast tumor diagnosis using ultrasound and mammography images. It also summarizes recent advances in computer-aided diagnosis/detection ...
Castillo, Darwin P.; Samaniego, René J.; Jimenez, Yuliana; Cuenca, Luis A.; Vivanco, Oscar A; Álvarez-Gómez, Juan Manuel; Rodríguez-Álvarez, María J.(IEEE, 2019-11-02)
[EN] ¿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,
measure and classify different ...
Castillo, D.; Macas, J.; Samaniego, R.; Jiménez, Y.; Díaz, P.; Rodríguez-Álvarez, M. J.; Lakshminarayanan, Vasudevan(SPIE, The International Society for Optical Engineering, 2021-08-01)
[EN] Epilepsy is a chronic neurological disorder that causes unprovoked and recurrent seizures which according to WHO
affects approximately 50 million people worldwide. Functional magnetic resonance images (MRI) help to ...