Articles liés à Data-Driven Approach for Bio-Medical and Healthcare

Data-Driven Approach for Bio-Medical and Healthcare - Couverture rigide

Livre 1 sur 5: Data-Intensive Research
 
9789811951831: Data-Driven Approach for Bio-Medical and Healthcare
Couverture rigide
ISBN 10 : 9811951837 ISBN 13 : 9789811951831
Editeur : Springer Verlag, Singapore, 2022

Synopsis

The book presents current research advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.

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

À propos de l'auteur

Nilanjan Dey is an Associate Professor in the Department of Computer Science and Engineering, Techno International New Town, Kolkata, India. He is a visiting fellow of the University of Reading, UK. He also holds a position of Adjunct Professor at Ton Duc Thang University, Ho Chi Minh City, Vietnam. Previously, he held an honorary position of Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD from Jadavpur University in 2015. He is the Editor-in-Chief of the International Journal of Ambient Computing and Intelligence, IGI Global, USA. He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing (Springer Nature), Data-Intensive Research(Springer Nature), Advances in Ubiquitous Sensing Applications for Healthcare (Elsevier) etc. He is an associate editor of IET Image Processing and editorial board member of Complex & Intelligent Systems, Springer Nature, Applied Soft Computing, Elsevierand a Senior member of IEEE.

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

Éditeur
Springer Verlag, Singapore
Date d'édition
2022
Langue
anglais
ISBN 10 
9811951837
ISBN 13 
9789811951831
Reliure
Relié
Nombre de pages
246
Éditeur
Dey Nilanjan
Coordonnées du fabricant
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