Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging

2019 ◽  
pp. 127-147 ◽  
Author(s):  
Mingxia Liu ◽  
Chunfeng Lian ◽  
Dinggang Shen
Keyword(s):  
Magnetic Resonance Imaging ◽  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Deep Learning ◽  
Magnetic Resonance ◽  
Disease Diagnosis ◽  
Anatomical Landmark ◽  
Resonance Imaging ◽  
Structural Magnetic Resonance Imaging ◽  
Alzheimer’S Disease Diagnosis

scholarly journals System for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques

Proceedings ◽  
2019 ◽  
Vol 21 (1) ◽  
pp. 28
Author(s):  
Alejandro Puente-Castro ◽  
Cristian Robert Munteanu ◽  
Enrique Fernandez-Blanco
Keyword(s):  
Magnetic Resonance Imaging ◽  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Deep Learning ◽  
Reference Data ◽  
Disease Diagnosis ◽  
Resonance Imaging ◽  
Automatic Assessment ◽  
Learning Techniques ◽  
Magnetic Resonance Imaging Mri

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.

Cognitive and structural magnetic resonance imaging features of Lewy body dementia and Alzheimer's disease

2012 ◽  
Vol 8 (3) ◽  
pp. 211-218 ◽  
Author(s):  
Miriam Jocelyn Rodriguez ◽  
Elizabeth Potter ◽  
Qian Shen ◽  
Warren Barker ◽  
Maria Greig-Custo ◽  
...  
Keyword(s):  
Magnetic Resonance Imaging ◽  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Magnetic Resonance ◽  
Lewy Body ◽  
Lewy Body Dementia ◽  
Imaging Features ◽  
Resonance Imaging ◽  
Structural Magnetic Resonance Imaging
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