Applications of Generative AI
This book provides a comprehensive introduction to Generative AI in terms of basic concepts, core technologies, technical architecture, and application scenarios. Readers gain a deeper understanding of the emerging discipline of Generative AI. This book covers the latest cutting-edge application tec...
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| Formato: | Electrónico eBook |
| Lenguaje: | inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2024.
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| Edición: | 1st ed. 2024. |
| Materias: | |
| Acceso en línea: | https://doi.org/10.1007/978-3-031-46238-2 |
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Tabla de Contenidos:
- 1. AI deep learning generative models for drug discovery
- 2. Generative AI in Medical Image Analysis
- 3. Transformer GAN for Fast MRI
- 4. Synthetic Data as a Tool to Combat Racial Bias in Medical AI: Utilizing Zero- Shot Text-to-Image Generative Models for Optimizing Skin Cancer Classifier Performance
- 5. Generative AI in Medical Imaging and its application in Low dose CT Image Denoising
- 6. Generative AI and drug discovery
- 7. Generative Adversarial Networks for medical imaging applications
- 8. Demoing laparoscopy surgery images using an GANs
- 9. Use of Generative Adversarial Network in Radiology
- 10. Generative Style Transfer in Histopathology
- 11. Generative adversarial networks s for Image Rendering
- 12. The ArtBench Dataset: Benchmarking Generative Models with Artworks
- 13. Generative Models for Culture-Aware Human-Robot Interaction
- 14. Generating Artistic Portrait Drawings from Images
- 15. Generative Models for Image Processing
- 16. Generative AI to understand complex ecological interactions
- 17. Generative AI for Architecture
- 18. Data augmentation of construction industry with Generative Adversarial Network.