Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer’s Disease Classification
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Altmetric BadgeChapter 2 UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics
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Altmetric BadgeChapter 3 Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis
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Altmetric BadgeChapter 4 Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection
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Altmetric BadgeChapter 5 Guideline-Based Additive Explanation for Computer-Aided Diagnosis of Lung Nodules
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Altmetric BadgeChapter 6 Deep Neural Network or Dermatologist?
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Altmetric BadgeChapter 7 Towards Interpretability of Segmentation Networks by Analyzing DeepDreams
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Altmetric BadgeChapter 8 Towards Automatic Diagnosis from Multi-modal Medical Data
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Altmetric BadgeChapter 9 Deep Learning Based Multi-modal Registration for Retinal Imaging
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Altmetric BadgeChapter 10 Automated Enriched Medical Concept Generation for Chest X-ray Images
Attention for Chapter 4:
Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection