Article

Synthetic Ultrasound Image Generation for Breast Cancer Diagnosis Using cVAE-WGAN Models: An Approach Based on Generative Artificial Intelligence

2025-06-02

Abstract excerpt

The scarcity and imbalance of medical image datasets hinder the development of robust computer-aided diagnosis (CAD) systems for breast cancer. This study explores the application of advanced generative models, based on generative artificial intelligence (GenAI), for the synthesis of digital breast ultrasound images. Using a hybrid Conditional Variational Autoencoder-Wasserstein Generative Adversarial Network (CVA...

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Literature Corpus work: 77b5d13a-0a74-5a1b-9e23-ffc8670ab836
DOI: 10.1101/2025.06.02.25328698

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