Téléchargez le livre : Deep Network Design for Medical Image Computing

Deep Network Design for Medical Image Computing

Principles and Applications de

, ,

Éditeur :

Academic Press


Paru le : 2022-08-24

eBook Téléchargement ebook sans DRM
Lecture en ligne (streaming)
101,23 €
Téléchargement immédiat
Dès validation de votre commande
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
Description
Deep Network Design for Medical Image Computing: Principles and Applications covers a range of MIC tasks and discusses design principles of these tasks for deep learning approaches in medicine. These include skin disease classification, vertebrae identification and localization, cardiac ultrasound image segmentation, 2D/3D medical image registration for intervention, metal artifact reduction, sparse-view artifact reduction, etc. For each topic, the book provides a deep learning-based solution that takes into account the medical or biological aspect of the problem and how the solution addresses a variety of important questions surrounding architecture, the design of deep learning techniques, when to introduce adversarial learning, and more. This book will help graduate students and researchers develop a better understanding of the deep learning design principles for MIC and to apply them to their medical problems. - Explains design principles of deep learning techniques for MIC - Contains cutting-edge deep learning research on MIC - Covers a broad range of MIC tasks, including the classification, detection, segmentation, registration, reconstruction and synthesis of medical images
Pages
264 pages
Collection
n.c
Parution
2022-08-24
Marque
Academic Press
EAN papier
9780128243831
EAN EPUB SANS DRM
9780128244036
Informations sur l'ebook
Prix
101,23 €

Suggestions personnalisées