TY - BOOK AU - Kumar Bhoi,Akash AU - Panigrahi,Ranjit AU - Albuquerque,Victor,Hugo C.de AU - H.Jhaveri,Rutvij TI - Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches T2 - Intelligent Biomedical Data Analysis , SN - 9783110750942 PY - 2024///] CY - Berlin, Boston PB - De Gruyter, KW - COM004000 COMPUTERS / Intelligence (AI) & Semantics KW - bisacsh KW - COMPUTERS / Computer Science KW - COM016000 COMPUTERS / Computer Vision & Pattern Recognition KW - COMPUTERS / Information Technology KW - COMPUTERS / Neural Networks KW - COMPUTERS / Programming / Algorithms KW - COMPUTERS / Social Aspects / General KW - Digital Health KW - Big Data KW - Künstliche Intelligenz KW - Internet der Dinge KW - Internet Of Things KW - Artificial Intelligence KW - Optimization KW - Healthcare N1 - Frontmatter --; Preface --; Contents --; 1 Integration of neutrosophic logic for faster effective treatment of cancer patients; / Suneeta Mohanty, Bhabani Shankar Mishra, Sitikantha Mallik --; 2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking; / Ganga Holi, B. Madhu --; 3 An analytical study of AI in overcoming mental illness; / Subandhu Agravanshi, Muskaan Walia, Sushruta Mishra --; 4 COVID-19 case analysis and prediction using regression models; / S. Visalakshi --; 5 Computer vision for medical diagnosis and surgery; / Asit Kumar Lenka, Hrudaya Kumar Tripathy --; 6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms; / Joseph Bamidele Awotunde, Akash Kumar Bhoi, Ranjit Panigrahi --; 7 Prediction of big medical data using data analytics and deep learning; / Joseph Bamidele Awotunde, Idowu Dauda Oladipo, Emmanuel Abidemi Adeniyi, Agbotiname Lucky Imoize, Muyideen Abdulraheem, Ige Oluwasegun Osemudiame --; 8 Impact of deep learning applications in medical hyper spectral imaging; / Niyati Mishra, Sushruta Mishra --; 9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare; / V. Sowmya, M. Ganeshkumar, E. A. Gopalakrishnan, K. P. Soman --; 10 Application of big data analytic techniques for healthcare systems; / Joseph Bamidele Awotunde, Idowu Dauda Oladipo, Muyideen Abdulraheem, Sulaimon Olayinka Dauda, Roseline Oluwasenu Ogundokun, Muiz Olalekan Raheem, Ige Oluwasegun Osemudiame --; 11 Big data security and privacy in healthcare; / Jay Patel --; 12 Healthcare encryption using augmented intelligence; / Arpan Maity, Sushruta Mishra --; 13 Security system design for medical big data: layered security framework for protecting medical big data; / Navod Neranjan Thilakarathne, Rohan Samarasinghe, Rakesh Kumar Mahendran --; 14 Big data analytics in effective implementation of healthcare management; / Jay Gohil --; Brief biographies --; Index; restricted access; Issued also in print UR - https://www.degruyterbrill.com/isbn/9783110750942 UR - https://www.degruyterbrill.com/document/cover/isbn/9783110750942/original ER -