December 2020
Intermediate to advanced
352 pages
8h 50m
English
Content preview from Artificial Intelligence
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Chapter 14
AMD Severity Prediction and Explainability Using Image Registration and Deep Embedded Clustering
Dwarikanath Mahapatra
Inception Institute of Artificial Intelligence
CONTENTS
14.2.1 Atlas Construction Using Groupwise Registration
14.2.2 Deep Embedded Clustering Network
14.2.3 Estimation of Registration Parameters
14.2.4 Training Stage Implementation
14.2.5 Predicting Severity of Test Image
14.3.3 Identification of Disease Subgroups and Explainability
14.1 Introduction
Most approaches to deep learning (DL)-based medical image classification output a binary decision about ...
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