Hybrid Machine Intelligence for Medical Image Analysis

Hybrid Machine Intelligence for Medical Image Analysis
Author :
Publisher : Springer
Total Pages : 304
Release :
ISBN-10 : 9789811389306
ISBN-13 : 9811389306
Rating : 4/5 (306 Downloads)

Book Synopsis Hybrid Machine Intelligence for Medical Image Analysis by : Siddhartha Bhattacharyya

Download or read book Hybrid Machine Intelligence for Medical Image Analysis written by Siddhartha Bhattacharyya and published by Springer. This book was released on 2019-08-08 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book discusses the impact of machine learning and computational intelligent algorithms on medical image data processing, and introduces the latest trends in machine learning technologies and computational intelligence for intelligent medical image analysis. The topics covered include automated region of interest detection of magnetic resonance images based on center of gravity; brain tumor detection through low-level features detection; automatic MRI image segmentation for brain tumor detection using the multi-level sigmoid activation function; and computer-aided detection of mammographic lesions using convolutional neural networks.


Hybrid Machine Intelligence for Medical Image Analysis Related Books

Hybrid Machine Intelligence for Medical Image Analysis
Language: en
Pages: 304
Authors: Siddhartha Bhattacharyya
Categories: Technology & Engineering
Type: BOOK - Published: 2019-08-08 - Publisher: Springer

DOWNLOAD EBOOK

The book discusses the impact of machine learning and computational intelligent algorithms on medical image data processing, and introduces the latest trends in
Hybrid Image Processing Methods for Medical Image Examination
Language: en
Pages: 177
Authors: Venkatesan Rajinikanth
Categories: Computers
Type: BOOK - Published: 2021-01-29 - Publisher: CRC Press

DOWNLOAD EBOOK

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing met
Advanced Machine Vision Paradigms for Medical Image Analysis
Language: en
Pages: 310
Authors: Tapan K. Gandhi
Categories: Computers
Type: BOOK - Published: 2020-08-11 - Publisher: Academic Press

DOWNLOAD EBOOK

Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guide
Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
Language: en
Pages: 93
Authors: Kenji Suzuki
Categories: Computers
Type: BOOK - Published: 2019-10-24 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing
Hybrid Artificial Intelligence and IoT in Healthcare
Language: en
Pages: 328
Authors: Akash Kumar Bhoi
Categories: Technology & Engineering
Type: BOOK - Published: 2021-07-22 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book covers applications for hybrid artificial intelligence (AI) and Internet of Things (IoT) for integrated approach and problem solving in the areas of r