Author

Nandika Goyal

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Preprint Oct 2026

Generative Quantum Machine Learning Methods for Cancer Detection using Augmented Datasets

This paper proposes using a generative QML method on the compressed breast ultrasound image dataset (BUSI) to generate synthetic images and hence augmented datasets for classifier training, and trains a convolutional neural network with real, synthetic, and a combination of real and synthetic images.

Sophia Knutson, Nandika Goyal, Gennaro De Luca et al. · 0 citations