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Big data analytics and machine intelligence in biomedical and health informatics : concepts, methodologies, tools and applications / edited by Sunil Kumar Dhal [and three others]

データ種別	電子ブック
出版者	(Beverly, MA ; Hoboken, NJ : Scrivener Publishing : John Wiley & Sons)
出版年	2022
大きさ	1 online resource : illustrations (chiefly color)
著者標目	Dhal, Sunil Kumar editor

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0005255	Wiley Online Library: Complete oBooks				9781119792376

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一般注記	Includes bibliographical references and index Front Matter -- An Introduction to Big Data Analytics Techniques in Healthcare / Anil Audumbar Pise -- Identify Determinants of Infant and Child Mortality Based Using Machine Learning: Case Study on Ethiopia / Sudhir Kumar Mohapatra, Srinivas Prasad, Getachew Mekuria Habtemariam, Mohammed Siddique -- Pre-Trained CNN Models in Early Alzheimer's Prediction Using Post-Processed MRI / Kalyani Gunda, Pradeepini Gera -- Robust Segmentation Algorithms for Retinal Blood Vessels, Optic Disc, and Optic Cup of Retinal Images in Medical Imaging / Birendra Biswal, T Raveendra, Dwiti Krishna Bebarta, P Geetha Pavani, PK Biswal -- Analysis of Healthcare Systems Using Computational Approaches / Hemanta Kumar Bhuyan, Subhendu Kumar Pani -- Expert Systems in Behavioral and Mental Healthcare: Applications of AI in Decision-Making and Consultancy / Shrikaant Kulkarni -- A Mathematical-Based Epidemic Model to Prevent and Control Outbreak of Corona Virus 2019 (COVID-19) / Shanmuk Srinivas Amiripalli, Vishnu Vardhan Reddy Kollu, Ritika Prasad, Mukkamala SNV Jitendra -- An Access Authorization Mechanism for Electronic Health Records of Blockchain to Sheathe Fragile Information / K Sowjanya Naidu, Srinivasa L Chakravarthy -- An Epidemic Graph's Modeling Application to the COVID-19 Outbreak / Hemanta Kumar Bhuyan, Subhendu Kumar Pani -- Big Data and Data Mining in e-Health: Legal Issues and Challenges / Amita Verma, Arpit Bansal -- Basic Scientific and Clinical Applications / Manna Sheela Rani Chetty, C V Kiran Babu -- Healthcare Branding Through Service Quality / Saraju Prasad, Sunil Dhal -- Index Provides coverage of developments and state-of-the-art methods in the broad and diversified data analytics field and applicable areas such as big data analytics, data mining, and machine intelligence in biomedical and health informatics. The novel applications of Big Data Analytics and machine intelligence in the biomedical and healthcare sector is an emerging field comprising computer science, medicine, biology, natural environmental engineering, and pattern recognition. Biomedical and health informatics is a new era that brings tremendous opportunities and challenges due to the plentifully available biomedical data and the aim is to ensure high-quality and efficient healthcare by analyzing the data. The 12 chapters in??Big Data Analytics and Machine Intelligence in Biomedical and Health Informatics??cover the latest advances and developments in health informatics, data mining, machine learning, and artificial intelligence. They have been organized with respect to the similarity of topics addressed, ranging from issues pertaining to the Internet of Things (IoT) for biomedical engineering and health informatics, computational intelligence for medical data processing, and Internet of Medical Things??(IoMT). New researchers and practitioners working in the field will benefit from reading the book as they can quickly ascertain the best performing methods and compare the different approaches. Audience Researchers and practitioners working in the fields of biomedicine, health informatics, big data analytics, Internet of Things, and machine learning Online resource; title from digital title page (viewed on June 07, 2022) John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119792376
件　名	LCSH:Medical informatics LCSH:Big data LCSH:Artificial intelligence MESH:Artificial Intelligence CSHF:M�edecine -- Informatique 全ての件名で検索 CSHF:Donn�ees volumineuses CSHF:Intelligence artificielle FREE:artificial intelligence FREE:Artificial intelligence FREE:Big data FREE:Medical informatics
分　類	LCC:R858 DC23:610.285
書誌ID	EB00004544
ISBN	9781119792376