Smart computational intelligence in biomedical and health informatics /
edited by Amit Kumar Manocha [and three others].
- First edition.
- 1 online resource.
- Computational intelligence techniques .
Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical diagnosis, disease prevention, and patient monitoring and management. It also covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences. FEATURES Covers evolutionary approaches to solve optimization problems in biomedical engineering Discusses IoT, Cloud computing, and data analytics in healthcare informatics Provides computational intelligence-based solution for diagnosis of diseases Reviews modelling and simulations in designing of biomedical equipment Promotes machine learning-based approaches to improvements in biomedical engineering problems This book is for researchers, graduate students in healthcare, biomedical engineers, and those interested in health informatics, computational intelligence, and machine learning.
9781000434378 1000434370 9781000434392 1000434397 9781003109327 1003109322
10.1201/9781003109327 doi
Medical informatics.
Biomedical engineering--Data processing.
Computational intelligence.
COMPUTERS / Database Management / Data Mining
MEDICAL / Biotechnology
TECHNOLOGY / Electricity
R859.7.A78 / S63 2022
610.28563
Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical diagnosis, disease prevention, and patient monitoring and management. It also covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences. FEATURES Covers evolutionary approaches to solve optimization problems in biomedical engineering Discusses IoT, Cloud computing, and data analytics in healthcare informatics Provides computational intelligence-based solution for diagnosis of diseases Reviews modelling and simulations in designing of biomedical equipment Promotes machine learning-based approaches to improvements in biomedical engineering problems This book is for researchers, graduate students in healthcare, biomedical engineers, and those interested in health informatics, computational intelligence, and machine learning.
9781000434378 1000434370 9781000434392 1000434397 9781003109327 1003109322
10.1201/9781003109327 doi
Medical informatics.
Biomedical engineering--Data processing.
Computational intelligence.
COMPUTERS / Database Management / Data Mining
MEDICAL / Biotechnology
TECHNOLOGY / Electricity
R859.7.A78 / S63 2022
610.28563