Название: Artificial Intelligence and Cloud Computing Applications in Biomedical Engineering
Автор: Madhusudhan H S, Punit Gupta, Pradeep Singh Rawat, Dinesh Kumar Saini
Издательство: CRC Press
Год: 2026
Страниц: 251
Язык: английский
Формат: pdf (true), epub
Размер: 19.3 MB
Biomedical engineering is undergoing a transformation because of Artificial Intelligence (AI), which is allowing creative solutions that enhance patient outcomes, diagnosis, treatment planning, and healthcare delivery. Artificial Intelligence and Cloud Computing Applications in Biomedical Engineering examines the salient characteristics of AI in biomedical engineering, highlighting its practical applications and new directions. With a focus on designing AI techniques for disease detection, the book explores the role of AI in biomedical engineering. It discusses how Machine Learning (ML) and Deep Learning (DL) are at the heart of AI applications in biomedical engineering. ML algorithms, particularly those based on neural networks, enable computers to learn from large datasets, identify patterns, and make predictions or decisions without explicit programming, and implementing ML algorithms is a focus of the book. Another focus is on DL, a subset of ML, and how it uses multi-layered neural networks to achieve high accuracy in such complex tasks as image and speech recognition.