Big Data in Medical Image Processing

Big Data in Medical Image Processing
Author :
Publisher : CRC Press
Total Pages : 145
Release :
ISBN-10 : 9781351366618
ISBN-13 : 1351366610
Rating : 4/5 (610 Downloads)

Book Synopsis Big Data in Medical Image Processing by : R. Suganya

Download or read book Big Data in Medical Image Processing written by R. Suganya and published by CRC Press. This book was released on 2018-01-29 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of medical imaging seen rapid development over the last two decades and has consequently revolutionized the way in which modern medicine is practiced. Diseases and their symptoms are constantly changing therefore continuous updating is necessary for the data to be relevant. Diseases fall into different categories, even a small difference in symptoms may result in categorising it in a different group altogether. Thus analysing data accurately is of critical importance. This book concentrates on diagnosing diseases like cancer or tumor from different modalities of images. 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.


Big Data in Medical Image Processing Related Books

Big Data in Medical Image Processing
Language: en
Pages: 145
Authors: R. Suganya
Categories: Science
Type: BOOK - Published: 2018-01-29 - Publisher: CRC Press

DOWNLOAD EBOOK

The field of medical imaging seen rapid development over the last two decades and has consequently revolutionized the way in which modern medicine is practiced.
Machine Learning and Medical Imaging
Language: en
Pages: 514
Authors: Guorong Wu
Categories: Computers
Type: BOOK - Published: 2016-08-11 - Publisher: Academic Press

DOWNLOAD EBOOK

Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine lea
Medical Big Data and Internet of Medical Things
Language: en
Pages: 0
Authors: Aboul Hassanien
Categories:
Type: BOOK - Published: 2024-06-25 - Publisher:

DOWNLOAD EBOOK

This book addresses recent advances in data mining, learning, and analysis of big volume medical images resulting at a high rate from both real time systems and
Big Data in Omics and Imaging
Language: en
Pages: 580
Authors: Momiao Xiong
Categories: Mathematics
Type: BOOK - Published: 2018-06-14 - Publisher: CRC Press

DOWNLOAD EBOOK

Big Data in Omics and Imaging: Integrated Analysis and Causal Inference addresses the recent development of integrated genomic, epigenomic and imaging data anal
Artificial Intelligence in Medical Imaging
Language: en
Pages: 369
Authors: Erik R. Ranschaert
Categories: Medical
Type: BOOK - Published: 2019-01-29 - Publisher: Springer

DOWNLOAD EBOOK

This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling rea