Machine Learning in Dentistry

Machine Learning in Dentistry PDF Author: Ching-Chang Ko
Publisher: Springer Nature
ISBN: 3030718816
Category : Medical
Languages : en
Pages : 186

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Book Description
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.

Machine Learning in Dentistry

Machine Learning in Dentistry PDF Author: Ching-Chang Ko
Publisher: Springer Nature
ISBN: 3030718816
Category : Medical
Languages : en
Pages : 186

Get Book Here

Book Description
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.

Dental AI Revolution

Dental AI Revolution PDF Author: Instabooks Ai
Publisher: Independently Published
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
Dental AI Revolution: Transforming Practice with Artificial Intelligence in Dentistry Step into the future of dental care with Dental AI Revolution, a seminal work analyzing the transformative power of artificial intelligence in the dental profession. Written for clinicians, patients, and staff, this insightful work navigates the integration of AI in dentistry, detailing both the possibilities and the advantages, and addressing the challenges openly with expert precision. Each chapter is rich with anonymized examples drawn from genuine clinical experiences, offering readers a confidential yet comprehensive look into AI applications. As AI becomes a staple of modern dental practices, this book serves as a clarion call to the emerging era, reminding practitioners of the importance of expert consultation in leveraging these innovative technologies. The book's positive professional tone encourages openness to advancement while maintaining ethical integrity and upholding patient safety. Discover how AI can assist you in delivering exceptional care, streamline operations, and enhance patient outcomes. Chapter highlights include: Real-world applications of AI in routine dental care Implications for patient experiences and outcomes In-depth analysis of cutting-edge AI technologies in dentistry Grab your copy of Dental AI Revolution now and be a part of shaping the future of dentistry in an AI-driven world! Table of Contents 1. Introduction to AI in Dentistry - Defining Artificial Intelligence - History of AI in Dental Care - The Current Landscape 2. AI and Clinical Decision-Making - Data-Driven Diagnostics - Predictive Analytics for Prevention - Case Studies: AI Successes 3. The Patient Experience Redefined - Personalized Patient Care - AI in Patient Education - Improving Satisfaction with AI 4. AI in Dental Practice Management - Robotic Process Automation - Efficiency in Appointment Scheduling - Streamlining Administrative Tasks 5. Advancing Dental Procedures with AI - Precision in Dental Surgery - Restorative Dentistry and AI - Innovations in Orthodontics 6. AI Impacts on Dental Staff and Teams - Training and Skill Development - Job Transformation - Staff Well-being and AI Tools 7. Overcoming AI Implementation Challenges - Addressing Technical Hurdles - Ethical Considerations - Resistance to Change 8. AI, Ethics, and Patient Privacy - Anonymity and Data Security - Informed Consent in AI Era - Regulatory Compliance 9. AI as a Tool for Patient Engagement - Interactive AI Systems - Empowering Patients with Information - Virtual Health Assistance 10. The Economic Perspective of Dental AI - Cost-Benefit Analysis - AI Investment and ROI - Market Trends and Predictions 11. Future Outlook of AI in Dentistry - Emerging AI Technologies - Potential Disruptions - Preparing for What's Next 12. Conclusion: Embracing the AI Era in Dentistry - The Road Ahead - Continuous Learning and Development - The Role of Expert Consultation

Prosthodontics Revolution: Modern Techniques in Dental Restorations

Prosthodontics Revolution: Modern Techniques in Dental Restorations PDF Author: Dr Vikas Punia
Publisher: Inkbound Publishers
ISBN: 8197081395
Category : Medical
Languages : en
Pages : 198

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Book Description
Discover the revolutionary techniques transforming dental restorations in prosthodontics. This book covers modern methods and materials, providing dental professionals with the knowledge to implement cutting-edge prosthodontic solutions for their patients.

Rising Innovations: Revolutionary Medical and Dental Breakthroughs Revolutionizing the Healthcare Field

Rising Innovations: Revolutionary Medical and Dental Breakthroughs Revolutionizing the Healthcare Field PDF Author: Aliasghar Tabatabaei Mohammadi
Publisher: Nobel Sciences
ISBN:
Category : Medical
Languages : en
Pages : 116

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Book Description
Chapter 1: Current Advances in Dental Implant Technology Chapter 2: Medical Imaging Innovations

Artificial Intelligence and Computational Dynamics for Biomedical Research

Artificial Intelligence and Computational Dynamics for Biomedical Research PDF Author: Ankur Saxena
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110762048
Category : Computers
Languages : en
Pages : 298

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Book Description
This work presents the latest development in the field of computational intelligence to advance Big Data and Cloud Computing concerning applications in medical diagnosis. As forum for academia and professionals it covers state-of-the-art research challenges and issues in the digital information & knowledge management and the concerns along with the solutions adopted in these fields.

Dental Implants, Part II: Computer Technology, An Issue of Oral and Maxillofacial Surgery Clinics of North America

Dental Implants, Part II: Computer Technology, An Issue of Oral and Maxillofacial Surgery Clinics of North America PDF Author: Ole Jensen
Publisher: Elsevier Health Sciences
ISBN: 0323682944
Category : Medical
Languages : en
Pages :

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Book Description
This two-part issue of Oral and Maxillofacial Surgery Clinics of North America is devoted to Dental Implants. Part II focuses on Computer Technology and is edited by Dr. Ole Jensen. Articles will include: Navigation in Zygomatic Implant Placement; Fibula grafting and simultaneous implants: Jaw in a day?; Mixed reality in implant restorative dentistry; Computer guided implant treatment for complete arch restoration; Nitinol (Smileloc) complete arch guided implant treatment; Nitinol (Smileloc) guided single implant treatment; Navigation for dental implant treatment; Bone reconstruction planning using computer technology; Printed titanium bone grafting shells for alveolar reconstruction; Printed resorbable bone grafting shells for alveolar reconstruction; Printed custom root-replicate dental implants; Surgical simulation all-on-4 implant treatment maxilla; Surgical simulation all-on-4 treatment mandible; Robotics in implant dentistry; and more!

Artificial Intelligence in Dentistry

Artificial Intelligence in Dentistry PDF Author: Kaan Orhan
Publisher: Springer Nature
ISBN: 3031438272
Category : Medical
Languages : en
Pages : 363

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Book Description
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), Deep Learning (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.

The 4th Industrial Revolution

The 4th Industrial Revolution PDF Author: Mark Skilton
Publisher: Springer
ISBN: 3319624792
Category : Business & Economics
Languages : en
Pages : 342

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Book Description
This book helps decision makers grasp the importance, and applicability to business, of the new technologies and extended connectivity of systems that underlie what is becoming known as the Fourth Industrial Revolution: technologies and systems such as artificial intelligence, machine learning, 3D printing, the internet of things, virtual and augmented reality, big data and mobile networks. The WEF, OECD and UN all agree that humanity is on the cusp of the Fourth Industrial Revolution. As intelligent systems become integrated into every aspect of our lives this revolution will induce cultural and societal change of a magnitude hitherto unforeseen. These technologies challenge the values, customer experience and business propositions that have been the mainstay of almost every business and organization in existence. By redefining and encapsulating new value structures with emerging intelligent technologies, new innovative models are being created, and brought to market. Understanding the potential and impact of these changes will be a fundamental leadership requirement over the coming years. Skilton and Hovsepian provide decision makers with practical, independent and authoritative guidance to help them prepare for the changes we are all likely to witness due to the rapid convergence of technological advances. In short, bite-sized, nuggets, with frameworks supported by a deep set of practical and up-to-the-minute case studies, they shine light on the new business models and enterprise architectures emerging as businesses seek to build strategies to thrive within this brave new world.

Artificial Intelligence and Image Processing in Medical Imaging

Artificial Intelligence and Image Processing in Medical Imaging PDF Author: Walid A. Zgallai
Publisher: Elsevier
ISBN: 0323954634
Category : Science
Languages : en
Pages : 437

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Book Description
Artificial Intelligence and Image Processing in Medical Imaging deals with the applications of processing medical images with a view of improving the quality of the data in order to facilitate better decision- making. The book covers the basics of medical imaging and the fundamentals of image processing. It explains spatial and frequency domain applications of image processing, introduces image compression techniques and their applications, and covers image segmentation techniques and their applications. The book includes object detection and classification applications and provides an overall background to statistical analysis in biomedical systems. The role of Machine Learning, including Neural Networks, Deep Learning, and the implications of the expansion of artificial intelligence is also covered. With contributions from prominent researchers worldwide, this book provides up-to-date and comprehensive coverage of AI applications in image processing where readers will find the latest information with clear examples and illustrations. - Provides the latest comprehensive coverage of the developments of AI techniques and the principles of medical imaging - Covers all aspects of medical imaging, from acquisition, the use of hardware and software, image analysis and implementation of AI in problem solving - Provides examples of medical imaging and how they're processed, including segmentation, classification, and detection

Holistic Dental Care

Holistic Dental Care PDF Author: Nadine Artemis
Publisher: North Atlantic Books
ISBN: 1583947205
Category : Health & Fitness
Languages : en
Pages : 153

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Book Description
The essential guide to integrative dental health—safe, effective, and toxin-free steps to all-natural oral care and a vibrant, healthy smile Bestselling author Nadine Artemis reveals the 8 steps to successful self-dentistry Holistic Dental Care introduces simple, at-home dental techniques that anyone can do. With more than 50 full-color photos and illustrations, this book offers oral self-care strategies to address every dental concern—from everyday maintenance to bite and alignment, gum health to heavy metal detox. Bestselling author Nadine Artemis also shares the 8 Steps to Successful Self-Dentistry, 8 holistic oral care guidelines. You’ll also learn: The truth about toothpaste, toothbrushes, and mouthwash All-natural techniques for keeping your teeth healthy, clean, and strong Proper flossing for healthy gums What questions to ask your dentist—and when it’s time to find a new one Pure, organic ways to prevent plaque, decay, inflammation, and bleeding gums The connection between tooth health and alkaline diets Offering an integrative approach to treat the real cause of your dental concerns—not just the symptoms—Holistic Dental Care helps bring your entire being back into balance and whole-body health, starting with all-natural biological dentistry and chemical-free oral care.