Self-supervised Representation Learning via Image Out-painting for Medical Image Analysis

abstract: In recent years, Convolutional Neural Networks (CNNs) have been widely used in not only the computer vision community but also within the medical imaging community. Specifically, the use of pre-trained CNNs on large-scale datasets (e.g., ImageNet) via transfer learning for a variety of med...

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Bibliographic Details
Other Authors: Sodha, Vatsal Arvindkumar (Author)
Format: Dissertation
Language:English
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.62756