High Performance Computing for Intelligent Medical Systems
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High Performance Computing for Intelligent Medical Systems

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ISBN-13:
9780750338158
Veröffentl:
2021
Einband:
EPUB
Seiten:
300
Autor:
Varun Bajaj
Serie:
IOP ebooks IOP Series in Next Generation Computing
eBook Typ:
EPUB
eBook Format:
Reflowable EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:

The interface of high-performance computing, computational intelligence and medical science creates intelligent medical systems which offer significant improvements in the quality of life and efficacy of clinical treatment. This book reviews advances and applications of high-performance computing for medical applications.

Modern medicine and healthcare are highly dependent on engineering, employing instrumentation and computer systems to aid investigation, diagnosis, treatment and patient management. 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. The interface of high-performance computing, computational intelligence and medical science, has seen the emergence of intelligent medical systems. These systems can provide 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.

Preface 1 Automatic Detection of Hypertension by Flexible Analytic Wavelet Transform using Electrocardiogram Signals 2 Computational Intelligence in Surface Electromyogram Signal Classification 3 Analysis of IoT interventions to solve voice Pathologies Challenges 4 Deep learning for Cuffless Blood Pressure Monitoring 5 Reliability of machine learning methods for diagnosis and prognosis during COVID-19 pandemic: A comprehensive critical review 6 Forecasting Confirmed Cases of Corona Patients in India using Regression and Gaussian Analysis 7 A model for advanced patient feedback procedures in diagnostics 8 Soft Computing Techniques for Efficient Processing of Large Medical Data 9 A Comparison of Parkinson Disease Prediction Using Ensemble Data Mining Techniques with Features Selection Methods 10 A Comparative Analysis of Image Enhancement Techniques for Detection of Microcalcification in Screening Mammogram 11 Computational Intelligence for Eye Disease Detection 12 Recent trends in Medical Image Segmentation with Special Focus on Brain Tumours and Retinal Images. 13 Analysis of AI-based PID Controller for Health Care System

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