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Use GANs to generate images of tissues and cells. Leverage the learned representations and extend the discriminator to classify the tissue as cancerous and non-cancerous.

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Semi- Supervised GANs for Data Efficient Classification

PathAI - CMU Capstone Project

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Use GANs to generate images of tissues and cells. Leverage the learned representations and extend the discriminator to classify the tissue as cancerous and non-cancerous.

deep-learning pytorch generative-adversarial-network semi-supervised-learning image-classification convolutional-neural-networks gans

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