Intelligent Biomedical Data Analysis – serie
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10 produkter
Computational Intelligence for Machine Learning and Healthcare Informatics
Av Rajshree Srivastava, Pradeep Kumar Mallick m. fl.
Inbunden, 2020
1962 kr
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This book presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. It is intended to provide a unique compendium of current and emerging machine learning paradigms for healthcare informatics, …
Nature-Inspired Optimization Algorithms
Recent Advances in Natural Computing and Biomedical Applications
Av Aditya Khamparia, Ashish Khanna m. fl.
Inbunden, 2021
2587 kr
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This book will focus on the involvement of data mining and intelligent computing methods for recent advances in Biomedical applications and algorithms of nature-inspired computing for Biomedical systems. The proposed meta heuristic or nature-inspired techniques should be an enhanced, hybrid, …
Predictive Intelligence in Biomedical and Health Informatics
Av Rajshree Srivastava, Nhu Gia Nguyen m. fl.
Inbunden, 2020
1962 kr
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Predictive Intelligence in Biomedical and Health Informatics focuses on imaging, computer-aided diagnosis and therapy as well as intelligent biomedical image processing and analysis. It develops computational models, methods and tools for biomedical engineering related to computer-aided diagnostics …
Computational Intelligence for Managing Pandemics
Av Aditya Khamparia, Rubaiyat Hossain Mondal m. fl.
Inbunden, 2021
2004 kr
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This book uncovers the stakes and possibilities of handling pandemic diseases with the help of Computational Intelligence, using cases and applications from the current Covid-19 pandemic. The book chapters will focus on the application of CI and its related fields in managing different aspects of …
Deep Learning for Personalized Healthcare Services
Av Vishal Jain, Jyotir Moy Chatterjee m. fl.
Inbunden, 2021
2109 kr
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This book uncovers the stakes and possibilities involved in realising personalised healthcare services through efficient and effective deep learning algorithms, enabling the healthcare industry to develop meaningful and cost-effective services. This requires effective understanding, application and …
Computational Intelligence and Predictive Analysis for Medical Science
A Pragmatic Approach
Av Poonam Tanwar, Praveen Kumar m. fl.
Inbunden, 2021
1995 kr
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This book uncovers stakes and possibilities offered by Computational Intelligence and Predictive Analytics to Medical Science. The main focus is on data technologies,classification, analysis and mining, information retrieval, and in the algorithms needed to elaborate the informations. A section …
Healthcare Big Data Analytics
Computational Optimization and Cohesive Approaches
Av Akash Kumar Bhoi, Ranjit Panigrahi m. fl.
Inbunden, 2024
2625 kr
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This book highlights how optimized big data applications can be used for patient monitoring and clinical diagnosis. In fact, IoT-based applications are data-driven and mostly employ modern optimization techniques. The book also explores challenges, opportunities, and future research directions, …
Artificial Intelligence and Computational Dynamics for Biomedical Research
Av Ankur Saxena, Nicolas Brault
Inbunden, 2022
2096 kr
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This work presents the latest development in the field of computational intelligence to advance Big Data and Cloud Computing concerning applications in medical diagnosis. As forum for academia and professionals it covers state-of-the-art research challenges and issues in the digital information & …
Computer Intelligence Against Pandemics
Tools and Methods to Face New Strains of COVID-19
Av Siddhartha Bhattacharyya, Jyoti Sekhar Banerjee m. fl.
Inbunden, 2023
2388 kr
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This book introduces the most recent research and innovative developments regarding the new strains of COVID-19. While medical and natural sciences have been working instantly on deriving solutions and trying to protect humankind against such virus types, there is also a great focus on …
Artificial Intelligence for Data-Driven Medical Diagnosis
Av Deepak Gupta, Utku Kose m. fl.
Inbunden, 2021
2314 kr
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This book collects research works of data-driven medical diagnosis done via Artificial Intelligence based solutions, such as Machine Learning, Deep Learning and Intelligent Optimization. Physical devices powered with Artificial Intelligence are gaining importance in diagnosis and healthcare. …
