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A classifier fusion strategy to improve the early detection of neurodegenerative diseases

Shamaila Iram, Paul Fergus, Dhiya Al Jumeily, Abir Hussain, Martin Randles
2015 International Journal of Artificial Intelligence and Soft Computing  
Many believe that the early detection of neurodegenerative diseases will provide a much more sustainable framework for dealing with age-related diseases in the future.  ...  This approach is compared with base level classifiers (a single classification algorithm) using a set of feature vectors associated with gait patterns obtained from neurodegenerative patients and healthy  ...  This technique has also been used by Acar et al. (2007) in studies on epileptic seizures.  ... 
doi:10.1504/ijaisc.2015.067525 fatcat:kdj3zz2y2rekhdvwyxflmax454

Early Detection of Neurodegenerative Diseases from Bio-Signals: A Machine Learning Approach

S Iram
2016
This technique has also been used by Acar et al., in studies on epileptic seizures [98] .  ...  Part I is based on the discrimination analysis of gait signals of different NDD patients while Part II represents the analysis of EEG signals of Alzheimer's patients as well as control subjects.  ... 
doi:10.24377/ljmu.t.00004566 fatcat:hjntjbn2n5du7o55j72ixmh5vi