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Advances in Deep Generative Models for Medical Artificial Intelligence

Advances in Deep Generative Models for Medical Artificial Intelligence

Hardcover

Series: Studies in Computational Intelligence, Book 1124

Technology & EngineeringGeneral Computers

ISBN10: 3031463404
ISBN13: 9783031463402
Publisher: Springer Nature
Published: Dec 17 2023
Pages: 248
Weight: 1.35
Height: 0.79 Width: 6.22 Depth: 9.29
Language: English

Generative Artificial Intelligence is rapidly advancing with many state-of-the-art performances on computer vision, speech processing, and natural language processing tasks. Generative adversarial networks and neural diffusion models can generate high-quality synthetic images of human faces, artworks, and coherent essays on different topics. Generative models are also transforming Medical Artificial Intelligence, given their potential to learn complex features from medical imaging and healthcare data. Hence, computer-aided diagnosis and healthcare are benefiting from Medical Artificial Intelligence and Generative Artificial Intelligence.

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