Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review

Deep learning has become a popular tool for medical image analysis, but the limited availability of training data remains a major challenge, particularly in the medical field where data acquisition can be costly and subject to privacy regulations. Data augmentation techniques offer a solution by art...

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Bibliographic Details
Main Authors: Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Su Ruan
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/9/4/81