scholarly journals Automatic assessment of Alzheimer’s disease diagnosis based on deep learning techniques

2020 ◽  
Vol 120 ◽  
pp. 103764
Author(s):  
Alejandro Puente-Castro ◽  
Enrique Fernandez-Blanco ◽  
Alejandro Pazos ◽  
Cristian R. Munteanu
Proceedings ◽  
2019 ◽  
Vol 21 (1) ◽  
pp. 28
Author(s):  
Alejandro Puente-Castro ◽  
Cristian Robert Munteanu ◽  
Enrique Fernandez-Blanco

Automatic detection of Alzheimer’s disease is a very active area of research. This is due to its usefulness in starting the protocol to stop the inevitable progression of this neurodegenerative disease. This paper proposes a system for the detection of the disease by means of Deep Learning techniques in magnetic resonance imaging (MRI). As a solution, a model of neuronal networks (ANN) and two sets of reference data for training are proposed. Finally, the goodness of this system is verified within the domain of the application.


2011 ◽  
Vol 42 (3) ◽  
pp. 160-165 ◽  
Author(s):  
Lucas R. Trambaiolli ◽  
Ana C. Lorena ◽  
Francisco J. Fraga ◽  
Paulo A.M. Kanda ◽  
Renato Anghinah ◽  
...  

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 63605-63618 ◽  
Author(s):  
Chiyu Feng ◽  
Ahmed Elazab ◽  
Peng Yang ◽  
Tianfu Wang ◽  
Feng Zhou ◽  
...  

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