Advanced Machine Vision Paradigms for Medical Image Analysis
Tapan K. Gandhi (Redaktør) Siddhartha Bhattacharyya (Redaktør) Sourav De (Redaktør) Debanjan Konar (Redaktør) Sandip Dey (Redaktør)
Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Les mer
Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs.
Detaljer
- Forlag
- Academic Press Inc
- Innbinding
- Paperback
- Språk
- Engelsk
- ISBN
- 9780128192955
- Utgivelsesår
- 2020
- Format
- 23 x 15 cm