Handbook of Computational Intelligence in Biomedical Engineering and Healthcare /
Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein stru...
| Main Authors: | , , , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London, United : Academic Press,
2021
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/book/9780128222607 |
| _version_ | 1826472427473862656 |
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| author | Nayak, Janmenjoy, editor 651074 Naik, Bighnaraj, editor 648663 Pelusi, Danilo, editor 651075 Das, Asit Kumar, editor 651076 ScienceDirect (Online service) 7722 |
| author_facet | Nayak, Janmenjoy, editor 651074 Naik, Bighnaraj, editor 648663 Pelusi, Danilo, editor 651075 Das, Asit Kumar, editor 651076 ScienceDirect (Online service) 7722 |
| author_sort | Nayak, Janmenjoy, editor 651074 |
| collection | OCEAN |
| description | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques. |
| first_indexed | 2024-03-05T17:18:20Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605813 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:20Z |
| publishDate | 2021 |
| publisher | London, United : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6058132023-10-02T08:26:06ZHandbook of Computational Intelligence in Biomedical Engineering and Healthcare / Nayak, Janmenjoy, editor 651074 Naik, Bighnaraj, editor 648663 Pelusi, Danilo, editor 651075 Das, Asit Kumar, editor 651076 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London, United : Academic Press,©20212021engHandbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques.Includes bibliographical references and indexChapter 1. Application of dynamical systems based deep learning algorithms to model emergent characteristics for healthcare diagnostics -- Chapter 2. Computational intelligence in healthcare and biosignal processing -- Chapter 3. A semi-supervised approach for automatic detection and segmentation of optic disc from retinal fundus image -- Chapter 4. Medical decision support system using data mining: an intelligent health care monitoring system for guarded travel -- Chapter 5. Deep learning in gastroenterology: a brief review -- Chapter 6. Application of soft computing techniques to calculation of medicine dose during the treatment of patient: a fuzzy logic approach -- Chapter 7. Multiobjective optimization technique for gene selection and sample categorization -- Chapter 8. Medical decision support system using data mining semicircular-based angle-oriented facial recognition using neutrosophic logic -- Chapter 9. Preservation module prediction by weighted differentially coexpressed gene network analysis (WDCGNA) of HIV-1 disease: a case study for cancer -- Chapter 10. Computational intelligence for genomic data: a network biology approach -- Chapter 11. A Kinect-based motor rehabilitation system for stroke recovery -- Chapter 12. Empirical study on Uddanam chronic kidney diseases (UCKD) with statistical and machine learning analysis including probabilistic neural networks -- Chapter 13. Enhanced brain tumor detection using fractional wavelet transform and artificial neural network -- Chapter 14. A study on smartphone sensor-based Human Activity Recognition using deep learning approaches.Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques.Biomedical engineeringMedical careComputational intelligenceArtificial intelligencehttps://www.sciencedirect.com/science/book/9780128222607URN:ISBN:9780128222607Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Biomedical engineering Medical care Computational intelligence Artificial intelligence Nayak, Janmenjoy, editor 651074 Naik, Bighnaraj, editor 648663 Pelusi, Danilo, editor 651075 Das, Asit Kumar, editor 651076 ScienceDirect (Online service) 7722 Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title_full | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title_fullStr | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title_full_unstemmed | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title_short | Handbook of Computational Intelligence in Biomedical Engineering and Healthcare / |
| title_sort | handbook of computational intelligence in biomedical engineering and healthcare |
| topic | Biomedical engineering Medical care Computational intelligence Artificial intelligence |
| url | https://www.sciencedirect.com/science/book/9780128222607 |
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