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Deep Structured Learning in Medical Image Analysis
Title
Deep Structured Learning in Medical Image Analysis
Author
Kong, Bin
Date Created
2020
Subjects--Topical
Artificial intelligence, Diagnostic imaging
Description
Deep learning-based techniques have been widely employed in solving various medical image analytical problems. Currently, most of these methods directly employ deep architectures from natural image scenarios without considering the specific struct...
Heterogeneous Feature Integration for Regression in Multimodal Healthcare Applications
Title
Heterogeneous Feature Integration for Regression in Multimodal Healthcare Applications
Author
Tavakoli Hosseinabadi, Maryam
Date Created
2020
Subjects--Topical
Computer science, Information science, Diagnostic imaging
Description
The increasing performance of feature extraction and regression modeling in various domains raises the hope for machine and deep learning to assist clinicians in numerous healthcare applications. However, the complex and multimodal nature of the p...