Machine Learning for Medical Applications: Computer Vision, Image Processing, Disease Detection (Advanced Mechanical Engineering, 14/2) - Hardcover

Hardcover

ISBN 10: 3119147826 ISBN 13: 9783119147828

Verlag: De Gruyter, 2025

Inhaltsangabe

Machine Learning for Medical Applications – Volume II delves into the intersection of artificial intelligence, computer vision, and healthcare, offering a comprehensive exploration of how machine learning is revolutionizing disease detection and diagnostics. With a focus on deep learning methods, the volume covers a wide spectrum of innovations including medical image segmentation, predictive modeling, tissue engineering, smart biomaterials, and personalized implant design through 3D printing. Contributors from academia and industry present state-of-the-art applications involving quantum dot functionalization, AI-enhanced diagnostic materials, and real-time image analysis. Each chapter provides both foundational knowledge and practical insight into how advanced algorithms can drive medical breakthroughs. Ideal for medical technologists, data scientists, biomedical engineers, and clinical practitioners, this volume emphasizes the role of machine learning in developing faster, smarter, and more accurate diagnostic tools for the next generation of personalized medicine.

Über diesen Titel

Über die Autorin bzw. den Autor

R. Ranjith, Amit Sharma, R. Dhivya, India; J. Paulo Davim, Portugal.

Details zur Ausgabe

• Verlag: De Gruyter
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 3119147826
• ISBN 13: 9783119147828
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 542
• Herausgeber: Rajamanickam Ranjith, Sharma Amit, Ranjith Dhivya, Davim J. Paulo
• Kontakt zum Hersteller: Birkhäuser Verlag GmbH; productsafety@degruyterbrill.com; ; Im Westfeld 8; Basel; 4055; Schweiz
• Verantwortliche Person: K. G. Saur; productsafety@degruyterbrill.com; ; Genthiner Straße 13; Berlin; 10785; Deutschland