03496nam a22005535i 4500 978-981-99-8853-2 DE-He213 20251030111437.0 cr nn 008mamaa 240221s2024 si | s |||| 0|eng d 9789819988532 978-981-99-8853-2 10.1007/978-981-99-8853-2 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Computational Intelligence in Healthcare Informatics [electronic resource] / edited by D. P. Acharjya, Kun Ma. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XXXIII, 388 p. 160 illus., 117 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence, 1860-9503 ; 1132 Refining Metabolic Network by Fuzzy Matching of Metabolite Names for Improving Metabolites Ranking towards the Diseases -- Learning from Imbalanced Data in Healthcare: State-of-the-art and Research Challenges -- A Review on Metaheuristic Approaches for Optimization Problems -- Diabetes Prediction: A Comparison between Generalised Linear Model and Machine Learning -- Prediabetes Prediction using Response Surface Methodology and Probabilistic Neural Networks Model in an Ethnic South Indian Population. The book presents advancements in computational intelligence in perception with healthcare applications. Besides, the concepts, theory, and applications in various domains of healthcare systems including decision making in healthcare management, disease diagnosis, and electronic health records will be presented in a lucid manner. To achieve these objectives, both theoretical advances and its applications to healthcare problems will be stressed upon. This has been done to make the edited book more flexible and to stimulate further research interest in topics. The book is divided into four sections such as theoretical foundation of computational intelligence techniques, computational intelligence in analyzing health data, computational intelligence in electronic health record (EHR), and computational intelligence in ethical issues in health care. Computational intelligence. 64052 Medical informatics. 60693 Artificial intelligence. 58441 Computational Intelligence. 64052 Health Informatics. Artificial Intelligence. 58441 Acharjya, D. P. editor. edt http://id.loc.gov/vocabulary/relators/edt 71489 Ma, Kun. editor. edt http://id.loc.gov/vocabulary/relators/edt 71490 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819988525 Printed edition: 9789819988549 Printed edition: 9789819988556 Studies in Computational Intelligence, 1860-9503 ; 1132 68854 https://doi.org/10.1007/978-981-99-8853-2 ZDB-2-INR ZDB-2-SXIT 57785 57785