Data Driven Approaches on Medical Imaging Hardcover - 2024
by Zheng, Bin (Editor)/ Andrei, Stefan (Editor)/ Sarker, Kamruzzaman, M.d. (Editor)/ Gupta, Kishor Datta (Editor)
- New
- Hardcover
Description
Standard delivery: 14 to 21 days
About Revaluation Books Devon, United Kingdom
General bookseller of both fiction and non-fiction.
Details
- Title Data Driven Approaches on Medical Imaging
- Author Zheng, Bin (Editor)/ Andrei, Stefan (Editor)/ Sarker, Kamruzzaman, M.d. (Editor)/ Gupta, Kishor Datta (Editor)
- Binding Hardcover
- Condition New
- Pages 228
- Volumes 1
- Language ENG
- Publisher Springer Nature
- Date 2024
- Illustrated Yes
- Features Illustrated
- Bookseller's Inventory # x-3031477715
- ISBN 9783031477713 / 3031477715
- Weight 1.15 lbs (0.52 kg)
- Dimensions 9.21 x 6.14 x 0.63 in (23.39 x 15.60 x 1.60 cm)
From the rear cover
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.