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Oral Cancer and Artificial Intelligence: Transforming Diagnosis, Treatment, and Research explores the intersection of artificial intelligence (AI) and oral cancer care. Sections detail how AI technologies are revolutionizing and evolving diagnosis, treatment, and management, offering new hope and improved outcomes for patients. The book is structured into ten well-defined sections, each addressing a critical aspect of oral cancer care enhanced by AI. It features contributions from leading experts in the fields of AI, oral cancer research, biomedical engineering, and clinical practice from prestigious, worldwide institutions who share valuable insights and their experiences in applying AI to transform oral cancer care. This book is an essential resource for researchers, clinicians, healthcare professionals, and students interested in the transformative potential of AI in oral cancer care. It offers a blend of theoretical knowledge, practical applications, and future directions, making it a comprehensive guide to understanding and leveraging AI to improve outcomes in oral cancer management.
- Provides an in-depth exploration of AI applications across all stages of oral cancer care, from early detection and diagnosis to treatment planning, prognosis, and patient support
- Features insights and research from leading experts in AI, oral cancer, and biomedical engineering
- Includes real-world case studies and practical guidelines for integrating AI technologies into clinical workflows, making it a valuable resource for healthcare professionals and researchers
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978-0-443-34424-4 (9780443344244)
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SECTION I: Introduction to oral cancer and AI1 Oral cancer overview2 Role of artificial intelligence in healthcareSECTION II: AI in early detection and screening3 AI-enhanced screening tools: Innovations and challenges in oral cancer detection4 Image analysis and pattern recognitionSECTION III: AI in diagnosis5 AI-driven diagnostic systems6 Natural language processing for histopathologySECTION IV: AI in treatment planning and decision support7 Artificial Intelligence in surgical planning8 Precision radiotherapy in the era of artificial intelligence and big data analytics9 Chemotherapy and artifical intelligence-based treatment protocolsSECTION V: AI in prognosis and outcome prediction10 Artificial intelligence in the prognosis of oral cancer11 Survival analysis and risk stratificationSECTION VI: AI in rehabilitation and patient support12 Post-treatment AI applications13 Artificial intelligence in quality of life (QOL) assessment for oral cancer patientsSECTION VII: Data management and AI integration14 Big data and AI in oral cancer15 Ethical and legal consideration associated with AI useSECTION VIII: Emerging AI technologies and future directions16 Innovations in oral cancer management enabled by artificial intelligence (AI)17 Future trends in AI and oral cancerSECTION IX: Case studies and practical applications18 AI in clinical practices19 Practical implementation of AI technologies in oral cancerSECTION X: Conclusion20 Summary and outlook