Data Driven Approaches on Medical Imaging (1st ed. 2023)

Synopsis

This book deals with the recent advancements in computer vision techniques such as active learning, few-shot learning, zero shot learning, explainable and interpretable ML, online learning, AutoML etc. and their applications in medical domain. Moreover, the key challenges which affect the design, development, and performance of medical imaging systems are addressed. In addition, the state-of-the-art medical imaging methodologies for efficient, interpretable, explainable, and practical implementation of computer imaging techniques are discussed. At present, there are no textbook resources that address the medical imaging technologies. There are ongoing and novel research outcomes which would be useful for the development of novel medical imaging technologies/processes/equipment which can improve the current state of the art.The book particularly focuses on the use of data driven new technologies on medical imaging vision such as Active learning, Online learning, few shot learning, AutoML, segmentation etc.

Copyright:

2023

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9783031477720

Related ISBNs:

9783031477713

Publisher:

Springer Nature Switzerland

Date of Addition:

03/20/24

Copyrighted By:

The Editor

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Computers and Internet, Technology, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Bin Zheng

Edited by:

Stefan Andrei

Edited by:

Md Kamruzzaman Sarker

Edited by:

Kishor Datta Gupta