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Academic Press Deep Network Design for Medical Image Computing: Principles and Applications (The MICCAI Society book Series)

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£74.99 £49.71 £55.23 £60.74 £66.26 £71.77 £77.29 01 May 2026 19 May 2026 06 June 2026 24 June 2026 13 July 2026

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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

Key Features

New Store Stock

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 September 2022
Listed Since
08 February 2022

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