Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images.

A significant challenge in machine learning-based medical image analysis is the scarcity of medical images. Obtaining a large number of labeled medical images is difficult because annotating medical images is a time-consuming process that requires specialized knowledge. In addition, inappropriate an...

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Bibliographic Details
Published in:Journal of Digital Imaging Vol. 37; no. 4; pp. 1618 - 1625
Main Authors: Imagawa, Kuniki, Shiomoto, Kohei
Format: equations & formulas research tables/charts Journal Article
Published: Springer Nature Aug2024
Online Access:View this record in EBSCOhost