Buch, Englisch, 508 Seiten, Format (B × H): 152 mm x 229 mm
Diagnosis to Personalized Treatment Approaches
Buch, Englisch, 508 Seiten, Format (B × H): 152 mm x 229 mm
ISBN: 978-981-5352-53-5
Verlag: Jenny Stanford Publishing
This book explores the transformative role of artificial intelligence (AI), machine learning, and deep learning in dermatology. It examines the integration of AI-driven technologies in the diagnosis, classification, and management of a wide range of dermatological conditions, including psoriasis, vitiligo, wound healing, skin infections, and skin cancer. The book also highlights advances in predictive modeling, AI-assisted image analysis, teledermatology, and psychodermatology while addressing the ethical, legal, and regulatory aspects. It is a comprehensive resource for researchers, clinicians, and students seeking insights into AI-powered dermatological practice, innovation, and personalized patient care.
Zielgruppe
Academic and Postgraduate
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Preface 1. Artificial Intelligence, Machine Learning, and Deep Learning in Dermatological Disorders: An Overview 2. Automated Detection of Dermatological Disorders: AI-Assisted Image Processing and Machine Learning 3. Artificial Intelligence in Dermatopathology: Revolutionizing Histological Analysis 4. AI-Driven Genomic and Proteomic Insights in Dermatological Disorders 5. Artificial Intelligence in Inflammatory Skin Disorders 6. Artificial Intelligence in Psoriasis: From Diagnosis to Personalized Treatment 7. Artificial Intelligence in Skin Cancer: From Diagnosis to Personalized Treatment 8. Artificial Intelligence in Vitiligo: From Diagnosis to Personalized Treatment 9. Artificial Intelligence in Skin Infections: From Diagnosis to Personalized Treatment 10. Artificial Intelligence in Wound Healing: From Diagnosis to Personalized Treatment 11. Artificial Intelligence in Pediatric Dermatology: Addressing Unique Challenges 12. Artificial Intelligence and Telehealth in Psychodermatology: From Diagnosis to Personalized Treatment 13. AI-Driven Personalized Dermatological Therapies: Bridging Clinical Data with Predictive Analytics 14. AI-Enabled Predictive Models for Dermatological Disease Progression 15. Future Directions of Artificial Intelligence in Dermatology: Emerging Technologies and Innovations 16. Integrating Artificial Intelligence into Dermatological Education and Clinical Training




