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

 
9783119147828: Machine Learning for Medical Applications: Computer Vision, Image Processing, Disease Detection (Advanced Mechanical Engineering, 14/2)
Tapa dura
ISBN 10: 3119147826 ISBN 13: 9783119147828
Editorial: De Gruyter, 2025

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
De Gruyter
Año de publicación
2025
Idioma
Inglés
ISBN 10 
3119147826
ISBN 13 
9783119147828
Encuadernación
Tapa dura
Número de páginas
542
Editor
Rajamanickam Ranjith, Sharma Amit, Ranjith Dhivya, Davim J. Paulo
Contacto del fabricante
no disponible
Persona responsable
no disponible