Название: Generative Artificial Intelligence for Biomedical and Smart Health InformaticsАвтор: Aditya Khamparia, Deepak Gupta
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 700
Язык: английский
Формат: pdf (true)
Размер: 19.9 MB
Enables readers to understand the future of medical applications with generative AI and related applicationsGenerative Artificial Intelligence for Biomedical and Smart Health Informatics delivers a comprehensive overview of the most recent generative AI-driven medical applications based on Deep Learning and Machine Learning in which biomedical data is gathered, processed, and analyzed using data augmentation techniques. This book covers many applications of generative models for medical image data, including volumetric medical image segmentation, data augmentation, MRI reconstruction, and modeling of spatiotemporal medical data. The integration of advanced Generative Artificial Intelligence (GenAI) models—Generative Adversarial Networks (GANs), Transformers, and Variational Autoencoders (VAEs)—with wearable technology marks a revolutionary leap at the crossroads of personal computing and healthcare.
