Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

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Publisher : Springer Nature
ISBN 13 : 3030289540
Total Pages : 435 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Explainable AI: Interpreting, Explaining and Visualizing Deep Learning by : Wojciech Samek

Download or read book Explainable AI: Interpreting, Explaining and Visualizing Deep Learning written by Wojciech Samek and published by Springer Nature. This book was released on 2019-09-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI.

Machine Learning in Dentistry

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Publisher : Springer Nature
ISBN 13 : 3030718816
Total Pages : 186 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Machine Learning in Dentistry by : Ching-Chang Ko

Download or read book Machine Learning in Dentistry written by Ching-Chang Ko and published by Springer Nature. This book was released on 2021-07-24 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence in Dentistry

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Author :
Publisher : Springer Nature
ISBN 13 : 3031197151
Total Pages : 205 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Artificial Intelligence in Dentistry by : Khalid Shaikh

Download or read book Artificial Intelligence in Dentistry written by Khalid Shaikh and published by Springer Nature. This book was released on 2022-12-05 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to next-generation applications and technologies for improving diagnostic accuracy and prediction of treatment outcomes in dentistry through the use of artificial intelligence (AI) and machine learning (ML). The authors attempt to bridge the gap between dental research and global health outcomes, as well as provide a comprehensive guide to general and clinical aspects of dental and oral health issues and the etiology, prevalence, assessment, and management of these conditions. This book combines engineering applications and medical healthcare and will be an important reference for researchers, biomedical engineers, dental students, and dental practitioners.

ARTIFICIAL INTELLIGENCE IN DENTISTRY

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Author :
Publisher :
ISBN 13 : 9789390850976
Total Pages : 92 pages
Book Rating : 4.8/5 (59 download)

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Book Synopsis ARTIFICIAL INTELLIGENCE IN DENTISTRY by : Priyadharshini D

Download or read book ARTIFICIAL INTELLIGENCE IN DENTISTRY written by Priyadharshini D and published by . This book was released on 2021-10-30 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence(AI), which has been actively functional in various industries and it is in the spotlight for researchers. In dentistry, their application is widely analyzed in various researches, AI is particularly favorable in the field of oral and maxillofacial (OMF) radiology. Artificial intelligence systems in this field have been developed for diagnosis, forensic dentistry, and image analysis. Numerous amounts of data are needed to achieve good results from AI and it is a time-consuming task. With help of the numerous data sets, AI can be further developed for automatic diagnosis and treatment plan suggestions. Dentists' knowledge is a vital factor for AI development.

Artificial Intelligence in Dentistry

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Author :
Publisher : Springer Nature
ISBN 13 : 3031438272
Total Pages : 363 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Artificial Intelligence in Dentistry by : Kaan Orhan

Download or read book Artificial Intelligence in Dentistry written by Kaan Orhan and published by Springer Nature. This book was released on 2024-02-11 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Color and Appearance in Dentistry

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Publisher : Springer Nature
ISBN 13 : 3030426262
Total Pages : 149 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Color and Appearance in Dentistry by : Alvaro Della Bona

Download or read book Color and Appearance in Dentistry written by Alvaro Della Bona and published by Springer Nature. This book was released on 2020-04-03 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state of the art in color science and explains its application to dental structures and materials, using high-quality illustrations to ensure ease of learning. Most people seek a bright smile with a natural appearance. This goal often poses a great clinical challenge for the dentist, and its achievement is dependent on a good knowledge of color science and optical properties relevant to dentistry. Further, if a smile is to be esthetically improved to the patient’s satisfaction, the dentist must be able to extract the best from dental materials and techniques, must understand all aspects of facial harmony, and must communicate effectively with both the patient and lab technicians. All of these aspects are thoroughly explored in the book, with detailed coverage of such topics as visual and instrumental shade matching, color management, and avoidance of complications and pitfalls. Color and Appearance in Dentistry will be of high value to all who are engaged in the daily practice of esthetic dentistry.

Digitization in Dentistry

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Publisher : Springer Nature
ISBN 13 : 303065169X
Total Pages : 422 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Digitization in Dentistry by : Priyanka Jain

Download or read book Digitization in Dentistry written by Priyanka Jain and published by Springer Nature. This book was released on 2021-03-22 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides evidence-based guidance on the clinical applications of digital dentistry, that is, the use of dental technologies or devices that incorporate digital or computer-controlled components for the performance of dental procedures. Readers will find practically oriented information on the digital procedures currently in use in various fields of dental practice, including, for example, diagnosis and treatment planning, oral radiography, endodontics, orthodontics, implant dentistry, and esthetic dentistry. The aim is to equip practitioners with the knowledge required in order to enhance their daily practice. To this end, a problem-solving approach is adopted, with emphasis on key concepts and presentation of details in a sequential and easy to follow manner. Clear recommendations are set out, and helpful tips and tricks are highlighted. The book is written in a very readable style and is richly illustrated. Whenever appropriate, information is presented in tabular form to provide a ready overview of answers to frequent doubts and questions.

Role of Artificial Intelligence in Dentistry: Current applications and future perspectives

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Author :
Publisher : Perfect Writer Publishing
ISBN 13 : 9360818771
Total Pages : 207 pages
Book Rating : 4.3/5 (68 download)

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Book Synopsis Role of Artificial Intelligence in Dentistry: Current applications and future perspectives by : Dr Seema Jabeen

Download or read book Role of Artificial Intelligence in Dentistry: Current applications and future perspectives written by Dr Seema Jabeen and published by Perfect Writer Publishing. This book was released on 2024-05-14 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Digitalization in Healthcare

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Publisher : Springer Nature
ISBN 13 : 3030658961
Total Pages : 295 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Digitalization in Healthcare by : Patrick Glauner

Download or read book Digitalization in Healthcare written by Patrick Glauner and published by Springer Nature. This book was released on 2021-03-13 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital technologies are currently dramatically changing healthcare. This book introduces the reader to the latest digital innovations in healthcare in fields such as artificial intelligence, points out new ways in patient care and describes the limits of its application. It also offers essential guidance in the form of structured and authoritative contributions by domain experts spanning from artificial intelligence to hospital management to radiology to dentistry to preventive medicine. Furthermore, it shares ideas and experiences of industry veterans, in particular on how IT-driven solutions could solve long-standing issues in the fields of healthcare and hospitalization. It also gives advice on what new digital technologies to consider for becoming a healthcare market leader in the future. Taken together, these contributions provide a “road map” to guide decision makers, physicians, academics, industry representatives and other interested readers to understand the large impact of digital technology on healthcare today and its enormous potential for future development.

Artificial Intelligence in Healthcare and Medicine

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Author :
Publisher : CRC Press
ISBN 13 : 1000565815
Total Pages : 300 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Artificial Intelligence in Healthcare and Medicine by : Kayvan Najarian

Download or read book Artificial Intelligence in Healthcare and Medicine written by Kayvan Najarian and published by CRC Press. This book was released on 2022-04-06 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the recent developments in clinical decision support systems, precision health, and data science in medicine. The book targets clinical researchers and computational scientists seeking to understand the recent advances of artificial intelligence (AI) in health and medicine. Since AI and its applications are believed to have the potential to revolutionize healthcare and medicine, there is a clear need to explore and investigate the state-of-the-art advancements in the field. This book provides a detailed description of the advancements, challenges, and opportunities of using AI in medical and health applications. Over 10 case studies are included in the book that cover topics related to biomedical image processing, machine learning for healthcare, clinical decision support systems, visualization of high dimensional data, data security and privacy, bioinformatics, and biometrics. The book is intended for clinical researchers and computational scientists seeking to understand the recent advances of AI in health and medicine. Many universities may use the book as a secondary training text. Companies in the healthcare sector can greatly benefit from the case studies covered in the book. Moreover, this book also: Provides an overview of the recent developments in clinical decision support systems, precision health, and data science in medicine Examines the advancements, challenges, and opportunities of using AI in medical and health applications Includes 10 cases for practical application and reference Kayvan Najarian is a Professor in the Department of Computational Medicine and Bioinformatics, Department of Electrical Engineering and Computer Science, and Department of Emergency Medicine at the University of Michigan, Ann Arbor. Delaram Kahrobaei is the University Dean for Research at City University of New York (CUNY), a Professor of Computer Science and Mathematics, Queens College CUNY, and the former Chair of Cyber Security, University of York. Enrique Domínguez is a professor in the Department of Computer Science at the University of Malaga and a member of the Biomedical Research Institute of Malaga. Reza Soroushmehr is a Research Assistant Professor in the Department of Computational Medicine and Bioinformatics and a member of the Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor.

Computational Techniques for Dental Image Analysis

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Publisher : IGI Global
ISBN 13 : 1522562443
Total Pages : 334 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Computational Techniques for Dental Image Analysis by : Kamalanand, K.

Download or read book Computational Techniques for Dental Image Analysis written by Kamalanand, K. and published by IGI Global. This book was released on 2018-10-30 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the technology innovations dentistry has witnessed in all its branches over the past three decades, the need for more precise diagnostic tools and advanced imaging methods has become mandatory across the industry. Recent advancements to imaging systems are playing an important role in efficient diagnoses, treatments, and surgeries. Computational Techniques for Dental Image Analysis provides innovative insights into computerized methods for automated analysis. The research presented within this publication explores pattern recognition, oral pathologies, and diagnostic processing. It is designed for dentists, professionals, medical educators, medical imaging technicians, researchers, oral surgeons, and students, and covers topics centered on easier assessment of complex cranio-facial tissues and the accurate diagnosis of various lesions at early stages.

ARTIFICIAL INTELLIGENCE IN DENTISTRY

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Publisher :
ISBN 13 : 9789390850976
Total Pages : 92 pages
Book Rating : 4.8/5 (59 download)

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Book Synopsis ARTIFICIAL INTELLIGENCE IN DENTISTRY by : Priyadharshini D

Download or read book ARTIFICIAL INTELLIGENCE IN DENTISTRY written by Priyadharshini D and published by . This book was released on 2021-10-30 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence(AI), which has been actively functional in various industries and it is in the spotlight for researchers. In dentistry, their application is widely analyzed in various researches, AI is particularly favorable in the field of oral and maxillofacial (OMF) radiology. Artificial intelligence systems in this field have been developed for diagnosis, forensic dentistry, and image analysis. Numerous amounts of data are needed to achieve good results from AI and it is a time-consuming task. With help of the numerous data sets, AI can be further developed for automatic diagnosis and treatment plan suggestions. Dentists' knowledge is a vital factor for AI development.

Artificial Intelligence in Dentistry

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Author :
Publisher : OrangeBooks Publication
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4./5 ( download)

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Book Synopsis Artificial Intelligence in Dentistry by : Dr Sahrish Tariq Dar

Download or read book Artificial Intelligence in Dentistry written by Dr Sahrish Tariq Dar and published by OrangeBooks Publication. This book was released on 2022-02-24 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: “The educational needs must drive the development of the appropriate technology”. They should not be viewed as toys for enthusiasts. Nevertheless, the human element must never be dismissed. Scientific research will continue to offer exciting technologies and effective treatments. The technologies of modern science have astonished and intrigued our imagination.

The Chemistry of Medical and Dental Materials

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Publisher : Royal Society of Chemistry
ISBN 13 : 1847552056
Total Pages : 254 pages
Book Rating : 4.8/5 (475 download)

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Book Synopsis The Chemistry of Medical and Dental Materials by : John W Nicholson

Download or read book The Chemistry of Medical and Dental Materials written by John W Nicholson and published by Royal Society of Chemistry. This book was released on 2007-10-31 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implants into the human body, such as hip joints, heart valves and dental crowns, have been increasingly used over the last 40 years or so, and many patients have benefited from their use. But how much is known about the metals, ceramics and polymers that are used in these repairs? This book provides a state-of-the-art account of the chemistry of the synthetic materials used in medicine and dentistry. It looks at the properties and interactions of these materials within the body at a molecular level, and includes discussion of bioengineering and cell biology. In addition, there is an account of the surgical procedures used, as well as extensive coverage of the possible biological reactions to the presence of foreign materials in the body. A brief look at the emerging field of tissue engineering completes the text. Fully referenced, with detailed reviews of the current literature, The Chemistry of Medical and Dental Materials will be an essential starting-point for all those in academia and industry who are involved in the development of new and improved repair materials.

AI for Dentists

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis AI for Dentists by : Chris Friesz

Download or read book AI for Dentists written by Chris Friesz and published by Independently Published. This book was released on 2023-08-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is rapidly transforming dentistry, but are you prepared to harness its possibilities? This comprehensive ebook equips dentists with an insider's guide to leveraging AI. Across 33 chapters, learn how AI is upgrading dental care delivery today - and where it's headed tomorrow. We demystify core technologies like machine learning and computer vision with simple explanations and real-world examples. See AI in action through case studies of algorithms enhancing diagnosis from radiographs, planning implants through CT scan analysis, designing customized treatment simulations, automating workflows, monitoring oral health via smart devices, and more. You'll get actionable recommendations for evaluating and integrating AI solutions, plus considerations like change management, transparent communication with patients, and ethical oversight critical for successful adoption. The future of dentistry with AI is bright. This indispensable guide illuminates the path forward - and prepares you to lead the way.

Medical and Dental Expenses

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Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Medical and Dental Expenses by :

Download or read book Medical and Dental Expenses written by and published by . This book was released on 1990 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Teeth

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Publisher : The New Press
ISBN 13 : 1620972816
Total Pages : 263 pages
Book Rating : 4.6/5 (29 download)

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Book Synopsis Teeth by : Mary Otto

Download or read book Teeth written by Mary Otto and published by The New Press. This book was released on 2017-03-14 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: An NPR Best Book of 2017 "[Teeth is] . . . more than an exploration of a two-tiered system—it is a call for sweeping, radical change." —New York Times Book Review "Show me your teeth," the great naturalist Georges Cuvier is credited with saying, "and I will tell you who you are." In this shattering new work, veteran health journalist Mary Otto looks inside America's mouth, revealing unsettling truths about our unequal society. Teeth takes readers on a disturbing journey into America's silent epidemic of oral disease, exposing the hidden connections between tooth decay and stunted job prospects, low educational achievement, social mobility, and the troubling state of our public health. Otto's subjects include the pioneering dentist who made Shirley Temple and Judy Garland's teeth sparkle on the silver screen and helped create the all-American image of "pearly whites"; Deamonte Driver, the young Maryland boy whose tragic death from an abscessed tooth sparked congressional hearings; and a marketing guru who offers advice to dentists on how to push new and expensive treatments and how to keep Medicaid patients at bay. In one of its most disturbing findings, Teeth reveals that toothaches are not an occasional inconvenience, but rather a chronic reality for millions of people, including disproportionate numbers of the elderly and people of color. Many people, Otto reveals, resort to prayer to counteract the uniquely devastating effects of dental pain. Otto also goes back in time to understand the roots of our predicament in the history of dentistry, showing how it became separated from mainstream medicine, despite a century of growing evidence that oral health and general bodily health are closely related. Muckraking and paradigm-shifting, Teeth exposes for the first time the extent and meaning of our oral health crisis. It joins the small shelf of books that change the way we view society and ourselves—and will spark an urgent conversation about why our teeth matter.