10% off all books and free delivery over £50
Buy from our bookstore and 25% of the cover price will be given to a school of your choice to buy more books. *15% of eBooks.

Multimodality Imaging. Volume 2 Heart, Lungs and Peripheral Organs

View All Editions (1)

The selected edition of this book is not available to buy right now.
Add To Wishlist
Write A Review

About

Multimodality Imaging. Volume 2 Heart, Lungs and Peripheral Organs Synopsis

This volume discusses various diseases related to lung, heart, peripheral arterial imaging, and miscellaneous topics like gene expression characterization and classification. Further, the Vol. 2 discusses imaging applications, their complexities and the DL-models employed to resolve them in detail. The DL-based applications are categorized into two types: segmentation and characterization.

The segmentation is chiefly involved in dissecting region-of-interest (ROI) of the infected part. In the characterization part, the dissected ROI or the overall image is graded as per the risk factor is involved. DL has a remarkable success in segmenting carotid plaque area from ultrasound common carotid artery images. Similarly in case of brain imaging, DL-based applications for brain cancer are divided into segmentation and characterization. In the segmentation part, the brain tumour is separated from the healthy tissue. In the characterization part, the tumour cells are graded as per their risk. Overall, DL is human brain comparable intelligence system which can strengthen effective medical treatment in a faster way. It is for sure, that DL-based technologies can enable doctors to quickly diagnose the patients, provide an effective plan for treatment and help in saving lives.

Key features:

  • Discusses various diseases related to lung, heart, peripheral arterial imaging, and miscellaneous topics like gene expression characterization and classification

  • Discusses imaging applications, their complexities and the DL-models employed to resolve them in detail

  • Takes the most basic workable model and then builds the entire architecture in a bottom-up approach

  • Provides state-of-the-art contributions while addressing doubts in multimodal research
  • Details the future of deep leanring and big data in medical imaging

About This Edition

ISBN: 9780750323505
Publication date:
Author: Mainak Biswas, Jasjit S Suri
Publisher: IOP Publishing an imprint of Lightning Source
Format: Hardback
Pagination: 300 pages
Series: IOP Ebooks
Genres: Biomedical engineering