LEADER 03741nam 22005415 450 001 9910842495703321 005 20251103140657.0 010 $a9783031462382 010 $a3031462386 024 7 $a10.1007/978-3-031-46238-2 035 $a(CKB)30764404000041 035 $a(MiAaPQ)EBC31200851 035 $a(Au-PeEL)EBL31200851 035 $a(DE-He213)978-3-031-46238-2 035 $a(OCoLC)1425791860 035 $a(EXLCZ)9930764404000041 100 $a20240305d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplications of Generative AI /$fedited by Zhihan Lyu 205 $a1st ed. 2024. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2024. 215 $a1 online resource (607 pages) 311 08$a9783031462375 311 08$a3031462378 327 $a1. 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. 330 $aThis 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 technologies of Generative AI in various fields. It provides relevant practitioners with ideas to solve problems and deepen their understanding of Generative AI. At the same time, it guides and helps Generative AI and related industries to deepen their understanding of the industry and enhance professional knowledge and skills. Starting from reality, this book lists many cases and analyzes theories in a popular image. The book is useful for AI researchers and specifically for those working with the applications at hand (primarily medical imaging and construction/twinning industry). It covers a variety of cutting-edge technologies in Generative AI, which provides researchers with new research ideas. 606 $aArtificial intelligence 606 $aArtificial Intelligence 606 $aIntelligence Augmentation 606 $aIntel·ligència artificial$2thub 608 $aLlibres electrònics$2thub 615 0$aArtificial intelligence. 615 14$aArtificial Intelligence. 615 24$aIntelligence Augmentation. 615 7$aIntel·ligència artificial 676 $a006.3 700 $aLyu$b Zhihan$01732957 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910842495703321 996 $aApplications of Generative AI$94147931 997 $aUNINA