Big Data in Medical Image Processing
Autor R. Suganya, S. Rajaram, A. Sheik Abdullahen Limba Engleză Hardback – 31 ian 2018
This book is divided into the following domains: Importance of big data in medical imaging, pre-processing, image registration, feature extraction, classification and retrieval. It is further supplemented by the medical analyst for a continuous treatment process. The book provides an automated system that could retrieve images based on user’s interest to a point of providing decision support. It will help medical analysts to take informed decisions before planning treatment and surgery. It will also be useful to researchers who are working in problems involved in medical imaging.
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Specificații
ISBN-13: 9781138557246
ISBN-10: 1138557242
Pagini: 210
Ilustrații: 25 Line drawings, black and white; 17 Halftones, color; 17 Halftones, black and white; 24 Tables, black and white; 17 Illustrations, color; 42 Illustrations, black and white
Dimensiuni: 156 x 234 x 13 mm
Greutate: 0.49 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 1138557242
Pagini: 210
Ilustrații: 25 Line drawings, black and white; 17 Halftones, color; 17 Halftones, black and white; 24 Tables, black and white; 17 Illustrations, color; 42 Illustrations, black and white
Dimensiuni: 156 x 234 x 13 mm
Greutate: 0.49 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Cuprins
Big Data in Medical Image Processing. Image Pre-processing. Image Registration. Texture Feature Extraction. Image Classification and Retrieval.
Notă biografică
R. Suganya is Assistant Professor in the Department of Information Technology, Thiagarajar College of Engineering, Madurai. Her areas of interest include Medical Image Processing, Big Data Analytics, Internet of Things, Theory of Computation, Compiler Design and Software Engineering.
S. Rajaram currently holds the post of Associate Professor in the department of Electronics and Communication Engineering, Thiagarajar College of Engineering. His fields of interest are VLSI Design and Wireless Communication.
A. Sheik Abdullah is Assistant Professor in the Department of Information Technology, Thiagarajar College of Engineering, Madurai, Tamil Nadu, India. His research interests include Medical Data Research, E-Governance and Big Data.
S. Rajaram currently holds the post of Associate Professor in the department of Electronics and Communication Engineering, Thiagarajar College of Engineering. His fields of interest are VLSI Design and Wireless Communication.
A. Sheik Abdullah is Assistant Professor in the Department of Information Technology, Thiagarajar College of Engineering, Madurai, Tamil Nadu, India. His research interests include Medical Data Research, E-Governance and Big Data.
Descriere
The book provides an automated system that could retrieve images based on user’s interest to a point of providing decision support. It will help medical analysts to take informed decisions before planning treatment and surgery. It will also be useful to researchers who are working in problems involved in medical imaging.