LEADER 04745nam 22004695 450 001 9910800120403321 005 20251008145011.0 010 $a3-031-43827-2 024 7 $a10.1007/978-3-031-43827-1 035 $a(CKB)29578083100041 035 $a(DE-He213)978-3-031-43827-1 035 $a(MiAaPQ)EBC31461342 035 $a(Au-PeEL)EBL31461342 035 $a(EXLCZ)9929578083100041 100 $a20240110d2023 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence in Dentistry /$fedited by Kaan Orhan, Rohan Jagtap 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (VI, 364 p. 131 illus., 117 illus. in color.) 311 08$a3-031-43826-4 320 $aIncludes bibliographical references. 327 $a1. Introduction to Artificial Intelligence -- 2. Understanding of AI in dental field with technical aspects -- 3. Artificial intelligence from Medicine to Dentistry -- 4. Applications of Artificial Intelligence in Dentistry -- 5. Applications of AI in endodontics and restorative dentistry -- 6. Artificial Neural Networks for the Design Optimization of Implants -- 7. Outlook for AI in Oral Surgery and Periodontics -- 8. AI in orthodontics -- 9. AI on Oral Mucosal lesions detection -- 10. Impact of AI in Obstructive Sleep Apnea -- 11. Artificial Intelligence in Temporomandibular Joint Disorders -- 12. Artificial Intelligence for 3D Printing and Bioprinting -- 13. Artificial intelligence in Dental Education -- 14. Advantages, Disadvantages, and Limitations of AI in Dental Health -- 15. Applications of Machine Learning and Artificial Intelligence in the Covid-19 Pandemic -- 16. Medico-legal Problems of Artificial Intelligence -- 17. Deep learning in image processing ? Part I: Types of neural networks, image segmentation -- 18. Deep learning in image processing ? Part II: Image enhancement, reconstruction, and registration -- 19. Future Perspectives on AI in Dentistry. 330 $aThis comprehensive book focuses on various aspects of artificial intelligence in dentistry, assisting dentists, specialists, and scientists in advancing their understanding, knowledge, training, and expertise in this field of artificial intelligence. Readers will learn about AI-supported pathways for the diagnosis and treatment of dental caries, periodontal bone loss, impacted teeth, periapical lesions, crown, and root fractures, working length determination, and detecting root and canal morphology, TMJ disorders, detection of obstructive sleep apnea, oral mucosal lesions, and many more. Prediction tasks include the estimation of retreatment needs and third molar eruption. Critical information on applications of AI in the field of Oral and Maxillofacial Radiology, Implants, Endodontics, Prosthodontics, Restorative dentistry, Oral surgery, Periodontics, and Orthodontics. Gain valuable insight into studies applying machine learning based on Machine Learning (ML), DeepLearning (DL), and Artificial Neural Networks (ANN). Explore the technical aspects and medical applications of AI in dentistry. Additionally, discover cutting-edge topics like 3D and bioprinting applications of AI and its integration into dental education. All the chapters provide thorough, evidence-based data on AI and its implications in oral health, bridging the gap between knowledge and practical application. The book explains the advantages, disadvantages, and limitations of AI in dental health. Delve into the medico-legal aspects of AI to navigate this cutting-edge landscape responsibly. Learn about applications of Machine Learning and Artificial Intelligence in the Covid-19 Pandemic. Extensive information on deep learning in image processing, including various types of neural networks, image segmentation, enhancement, reconstruction, and registration. This book concludes with an exploration of AI's exciting potential and future perspectives in the dental field, paving the way for a new era of oral healthcare. Don't miss out on this unique resource for AI in Dentistry, which empowers you to stay at the forefront of innovation and embrace the AI revolution in Dentistry. Be prepared for the future of dentistry. 606 $aDentistry 606 $aDentistry 615 0$aDentistry. 615 14$aDentistry. 676 $a617.693 702 $aOrhan$b Kaan 702 $aJagtap$b Rohan 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910800120403321 996 $aArtificial Intelligence in Dentistry$93874482 997 $aUNINA