Optimized One vs One Approach in Multiclass Classification for Early Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis

The detection of Alzheimer's Disease in its early stages is crucial for patient care and drugs development. Motivated by this fact, the neuroimaging community has extensively applied machine learning techniques to the early diagnosis problem with promising results. The organization of challenge...

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Bibliographic Details
Main Authors: Carmen Jimenez-Mesa, Ignacio Alvarez Illan, Alberto Martin-Martin, Diego Castillo-Barnes, Francisco Jesus Martinez-Murcia, Javier Ramirez, Juan M. Gorriz
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9099858/