A Supervised Learning Model for Detecting Alzheimer's Disease - Couverture souple

Aditya, C. R.; Pande, M. B. Sanjay

 
9786202067225: A Supervised Learning Model for Detecting Alzheimer's Disease
Couverture souple
ISBN 10 : 6202067225 ISBN 13 : 9786202067225
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

Alzheimer's Disease is the most common type of dementia disease affecting millions of people across the globe. It involves degeneration of the brain which is irreversible and gradually ends up with the complete brain failure. This book presents a supervised learning model to effectively capture the complex feature interactions, in the sample space of Alzheimer's Disease data, for knowledge discovery. The discovered knowledge is further used to quantify the similarity of a test subject to the demented class. The outcome of the work clearly demonstrates that, supervised learning model can be used effectively to quantify the severity of of Alzheimer's Disease on a standard measurable scale. This scale of distance can be used as a supplement for Clinical Dementia Rating.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

C. R. Aditya is an Assistant Professor of Computer Science & Engineering. He specializes in developing Learning Models for detecting Neurological Disorders. Sanjay Pande M. B. is a professor of Computer Science & Engineering and a senior researcher in the field of Pattern recognition and Medical Informatics.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
6202067225
ISBN 13 
9786202067225
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
non disponible
Personne responsable
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