Role Of Artificial Intelligence In Dentistry Current Applications And Future Perspectives

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Role Of Artificial Intelligence In Dentistry Current Applications And Future Perspectives
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Author : Dr Seema Jabeen
language : en
Publisher: Perfect Writer Publishing
Release Date : 2024-05-14
Role Of Artificial Intelligence In Dentistry Current Applications And Future Perspectives written by Dr Seema Jabeen and has been published by Perfect Writer Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-14 with Antiques & Collectibles categories.
In the past few years, artificial intelligence (AI) has received enormous attention and it has evolved to being one of the main drivers of not only modern life, through Siri, Alexa, using Google, etc. but also medicine. Throughout business, AI and associated innovations are increasingly widespread and are starting to be applied to the healthcare. [1] These technologies are capable of changing many aspects of healthcare, as well as administrative structures within hospitals, payers and pharmaceutical organizations. Although it is a new technology, AI has been increasingly utilized in different medical specialties to diagnose conditions, interpret results, and help healthcare providers to achieve good treatment outcomes.
Applied Machine Learning And Multi Criteria Decision Making In Healthcare
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Author : Ilker Ozsahin
language : en
Publisher: Bentham Science Publishers
Release Date : 2021-11-18
Applied Machine Learning And Multi Criteria Decision Making In Healthcare written by Ilker Ozsahin and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-18 with Computers categories.
This book provides an ideal foundation for readers to understand the application of artificial intelligence (AI) and machine learning (ML) techniques to expert systems in the healthcare sector. It starts with an introduction to the topic and presents chapters which progressively explain decision-making theory that helps solve problems which have multiple criteria that can affect the outcome of a decision. Key aspects of the subject such as machine learning in healthcare, prediction techniques, mathematical models and classification of healthcare problems are included along with chapters which delve in to advanced topics on data science (deep-learning, artificial neural networks, etc.) and practical examples (influenza epidemiology and retinoblastoma treatment analysis). Key Features: - Introduces readers to the basics of AI and ML in expert systems for healthcare - Focuses on a problem solving approach to the topic - Provides information on relevant decision-making theory and data science used in the healthcare industry - Includes practical applications of AI and ML for advanced readers - Includes bibliographic references for further reading The reference is an accessible source of knowledge on multi-criteria decision-support systems in healthcare for medical consultants, healthcare policy makers, researchers in the field of medical biotechnology, oncology and pharmaceutical research and development.
Advances In Artificial Intelligence
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Author : Kunal Pal
language : en
Publisher: Elsevier
Release Date : 2024-05-21
Advances In Artificial Intelligence written by Kunal Pal and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-21 with Science categories.
Artificial Intelligence in health care has become one of the best assisting techniques for clinicians in proper diagnosis and surgery. In biomedical applications, artificial intelligence algorithms are explored for bio-signals such as electrocardiogram (ECG/ EKG), electrooculogram (EOG), electromyogram (EMG), electroencephalogram (EEG), blood pressure, heart rate, nerve conduction, etc., and for bio-imaging modalities, such as Computed Tomography (CT), Cone-Beam Computed Tomography (CBCT), MRI (Magnetic Resonance Imaging), etc. Advancements in Artificial intelligence and big data has increased the development of innovative medical devices in health care applications. Recent Advances in Artificial Intelligence: Medical Applications provides an overview of artificial intelligence in biomedical applications including both bio-signals and bio-imaging modalities. The chapters contain a mathematical formulation of algorithms and their applications in biomedical field including case studies. Biomedical engineers, advanced students, and researchers can use this book to apply their knowledge in artificial intelligence-based processes to biological signals, implement mathematical models and advanced algorithms, as well as develop AI-based medical devices. - Covers the recent advancements of artificial intelligence in healthcare, including case studies on how this technology can be used - Provides an understanding of the design of experiments to validate the developed algorithms - Presents an understanding of the versatile application of artificial intelligence in bio-signal and bio-image processing techniques
Artificial Intelligence In Dentistry
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Author : Kaan Orhan
language : en
Publisher: Springer Nature
Release Date : 2024-01-10
Artificial Intelligence In Dentistry written by Kaan Orhan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-10 with Medical categories.
This 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.
Artificial Intelligence For Oral Health Care
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Author : Falk Schwendicke
language : en
Publisher: Springer Nature
Release Date : 2025-03-26
Artificial Intelligence For Oral Health Care written by Falk Schwendicke and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Medical categories.
Artificial intelligence (AI) is reshaping diagnostics, treatment planning, and patient care across diverse disciplines. Dentistry is now at the forefront of this innovation, with AI's ability to process complex data to improve clinical practice, empower patients, and address public health challenges. This richly illustrated book offers a deeper understanding of the foundational concepts of AI, its practical applications in oral health, and the possibilities that lie ahead. From oral pathology to maxillofacial surgery, prosthodontics to orthodontics, and endodontics to dental education, it presents compelling, evidence-based insights into how AI is changing the landscape of dentistry. Beyond its clinical potential, the book tackles the key risks and challenges associated with AI implementation. It provides a thoughtful roadmap for addressing ethical considerations, encouraging transparency, and developing solutions that prioritize both innovation and patient well-being. Written for dental professionals and an interdisciplinary audience, including educators, researchers, policymakers, and the public, this book serves as both a guide and a call to action for responsibly embracing AI's transformative power. Whether you are a seasoned practitioner, an academic, or simply curious about the intersection of AI and healthcare, this book will inspire and inform your journey into the future of dentistry.
Geriatric Dentistry In The Age Of Digital Technology
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Author : Martínez Asanza, Dachel
language : en
Publisher: IGI Global
Release Date : 2023-12-18
Geriatric Dentistry In The Age Of Digital Technology written by Martínez Asanza, Dachel and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-18 with Medical categories.
Geriatric Dentistry in the Age of Digital Technology is a comprehensive guide that addresses the crucial role of dental professionals in providing specialized care for aging patients in today's digital era. As the world's population continues to age, it is imperative to prioritize the health promotion, prevention, and recovery of older individuals, especially concerning their oral health. Drawing upon relevant theoretical frameworks and the latest empirical research, this book offers invaluable insights for professionals seeking to enhance their understanding of Geriatric Dentistry and Gerodontology, as well as their application within the international context of digital transformation. Whether you are a dentist, dental student, researcher, or involved in the management of elderly dental care, this book provides a comprehensive exploration of the discipline's key topics. Delving into a range of subjects, the book covers essential areas such as the integration of Geriatrics and Gerontology into dental training, teaching methodologies for Geriatric Dentistry and Gerodontology, prevalent systemic diseases among the elderly, oral conditions commonly observed in this population, changes in the oral cavity during aging, and holistic dental care for geriatric patients in the digital age. Additionally, the book explores the dynamic relationship between oral health and the quality of life of older individuals, strategies for health promotion and disease prevention, salutogenic marketing approaches, and the challenges faced in providing dental care for elderly patients, including physical, psychosocial, and geographical barriers.
Artificial Intelligence For Medicine
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Author : Yoshiki Oshida
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-10-11
Artificial Intelligence For Medicine written by Yoshiki Oshida and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-11 with Technology & Engineering categories.
The use of artificial intelligence (AI) in various fields is of major importance to improve the use of resourses and time. This book provides an analysis of how AI is used in both the medical field and beyond. Topics that will be covered are bioinformatics, biostatistics, dentistry, diagnosis and prognosis, smart materials, and drug discovery as they intersect with AI. Also, an outlook of the future of an AI-assisted society will be explored.
Machine Learning In Dentistry
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Author : Ching-Chang Ko
language : en
Publisher: Springer Nature
Release Date : 2021-07-24
Machine Learning In Dentistry written by Ching-Chang Ko and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-24 with Medical categories.
This book reviews all aspects of the use of machine learning in contemporary dentistry, clearly explaining its significance for dental imaging, oral diagnosis and treatment, dental designs, and dental research. Machine learning is an emerging field of artificial intelligence research and practice in which computer agents are employed to improve perception, cognition, and action based on their ability to “learn”, for example through use of big data techniques. Its application within dentistry is designed to promote personalized and precision patient care, with enhancement of diagnosis and treatment planning. In this book, readers will find up-to-date information on different machine learning tools and their applicability in various dental specialties. The selected examples amply illustrate the opportunities to employ a machine learning approach within dentistry while also serving to highlight the associated challenges. Machine Learning in Dentistry will be of value for all dental practitioners and researchers who wish to learn more about the potential benefits of using machine learning techniques in their work.
Clinical Applications Of Digital Dental Technology
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Author : Radi Masri
language : en
Publisher: John Wiley & Sons
Release Date : 2022-12-12
Clinical Applications Of Digital Dental Technology written by Radi Masri and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-12 with Medical categories.
Clinical Applications of Digital Dental Technology Comprehensive overview of digital dentistry describing available technologies and when/how to use digital dentistry in practice Clinical Applications of Digital Dental Technology provides comprehensive yet practical references to a wide range of potential uses for digital technology in dental practice, discussing a wide range of digital technologies including their indications, contraindications, advantages, disadvantages, limitations, and applications. Overall, the book emphasizes how to use digital dentistry in daily practice across all specialties. With broad coverage of the subject, Clinical Applications of Digital Dental Technology discusses digital imaging, digital impressions, digital prosthodontics, digital implant planning and placement, and digital applications in endodontics, orthodontics, and oral surgery. Each chapter is written by experts in each topic and covers applications for prosthodontics, implant dentistry, oral surgery, endodontics, orthodontics, and other specialty areas. Clinical Applications of Digital Dental Technology also includes information on: Software, scanning, and manufacturing capabilities which have led to an unparalleled revolution leading to a major paradigm shift in all aspects of dentistry Digital radiography, virtual planning, computer-aided design and manufacturing, digital impressions, digitally fabricated dentures, and the “virtual patient” Available technologies, plus a critical evaluation of each one to detail how they are incorporated in daily practice across all specialties Developing technologies in the field with special attention paid to those expected to be on the market sometime in the near future Clinical Applications of Digital Dental Technology is an essential resource for general dentists, specialists, and students who wish to understand digital dentistry and efficiently and intelligently incorporate it into their practices. The text is also useful for laboratory technicians interested in recent digital advances in the dental field.
Phillips Science Of Dental Materials Second South Asia Edition E Book
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Author : Arvind Shenoy
language : en
Publisher: Elsevier Health Sciences
Release Date : 2021-09-22
Phillips Science Of Dental Materials Second South Asia Edition E Book written by Arvind Shenoy and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-22 with Medical categories.
Phillips Science of Dental Materials: Second South Asia edition, based on the 13th edition of Phillips' Science of Dental Materials, while maintaining the current and authoritative nature, has incorporated certain features, which would make it more valuable to students and clinicians in the Indian context. This book provides a comprehensive overview of the composition, biocompatibility, physical properties, mechanical properties, manipulative variables, and performance of direct and indirect restorative materials and auxiliary materials used in dentistry. • More than 500 full-color photos and illustrations show concepts, dental instruments, and restorations • Major emphasis on biocompatibility serves as a useful guide to the principles and clinical implications of restorative materials safety • This book provides comprehensive, up-to-date information on the materials used in cosmetic and restorative procedures in dentistry • Manipulation, techniques for cementation, polishing methods are incorporated in easily accessible boxes • Color coded boxes with simplified clinical recommendations provided in all chapters, especially useful for students and clinicians. Provides relevant clinical tips at a glance • For students simplified highlighted text and bulleted summary provided in each chapter New to this Edition - Print • Two new chapters are added: Digital Technology in Dentistry and Clinical Research of Restorations • Key terms are defined at the beginning of each chapter, covering terminology related to dental biomaterials and science New to this Edition - Online • 10 procedural videos as digital resource on www.medenact.com • MCQ's with answers and Case series for different clinical scenarios