Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images

Synthetic data offers a compelling solution to the challenges associated with acquiring high-quality medical data, which is often constrained by privacy concerns and limited accessibility. This study explores the efficacy of synthetic data generated using diffusion models for training deep learning...

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Bibliographic Details
Main Authors: Abdullah Hosseini, Ahmed Serag
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10945534/
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