High Performance Computing for Intelligent Medical Systems (eBook, ePUB)

Redaktion: Bajaj, Varun; Ansari, Irshad Ahmad

• Format: ePub

Produktbeschreibung

Modern medicine and healthcare are highly dependent on engineering, employing instrumentation and computer systems to aid investigation, diagnosis, treatment and patient management. Large amounts of data are generated in every stage, especially with the advent of wearable and smart medical devices.
The significant developments in the field of computational intelligence, combined with the emergence of high-performance computing is impacting society in many ways, and the health sector is no exception. High-performance computing is a powerful option for working with large amounts of data, where it can perform complex tasks with both high speed and accuracy. The interface of high-performance computing, computational intelligence and medical science has seen the emergence of intelligent medical systems, used to manage the generation, storage and processing of large amounts of medical data. Deep computational architectures, with capabilities such as low-level feature extraction and data augmentation, can provide new directions to medical research, providing a deeper insight into many healthcare and medical problems. It can also aid in controlling, analyzing and the management of medical applications and can provide significant improvement in the quality of life and efficacy of clinical treatment. However, the successful application of high-performance computing in medicine requires in-depth knowledge and understanding of medical systems.

This book focuses on the advances and applications of high-performance computing for medical systems and provides an insight into the latest developments in the field. It will help readers to understand the high-performance computing research domain as related to intelligent medical systems, its effect on our lives and its present limitations.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, D ausgeliefert werden.

Produktdetails

• Verlag: Institute of Physics Publishing
• Seitenzahl: 300
• Erscheinungstermin: 27. Juli 2021
• Englisch
• ISBN-13: 9780750338158
• Artikelnr.: 62380245