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Healthcare Big Data Analytics : : Computational Optimization and Cohesive Approaches / / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri.

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, disc...

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Superior document:	Title is part of eBook package: De Gruyter DG Plus DeG Package 2024 Part 1
MitwirkendeR:	Abdulraheem, Muyideen, Abidemi Adeniyi, Emmanuel, Agravanshi, Subandhu, Bamidele Awotunde, Joseph, Dauda Oladipo, Idowu, Ganeshkumar, M., Gohil, Jay, Gopalakrishnan, E. A., Holi, Ganga, Kumar Bhoi, Akash, Kumar Lenka, Asit, Kumar Mahendran, Rakesh, Kumar Tripathy, Hrudaya, Lucky Imoize, Agbotiname, Madhu, B., Maity, Arpan, Mallik, Sitikantha, Mishra, Niyati, Mishra, Sushruta, Mohanty, Suneeta, Neranjan Thilakarathne, Navod, Olalekan Raheem, Muiz, Olayinka Dauda, Sulaimon, Oluwasegun Osemudiame, Ige, Oluwasenu Ogundokun, Roseline, Panigrahi, Ranjit, Patel, Jay, Samarasinghe, Rohan, Shankar Mishra, Bhabani, Soman, K. P., Sowmya, V., Visalakshi, S., Walia, Muskaan,
HerausgeberIn:	Albuquerque, Victor, Hugo C. de, H. Jhaveri, Rutvij, Kumar Bhoi, Akash, Panigrahi, Ranjit,
Place / Publishing House:	Berlin ;, Boston : : De Gruyter, , [2024] ©2024
Year of Publication:	2024
Language:	English
Series:	Intelligent Biomedical Data Analysis , 10
Online Access:	https://doi.org/10.1515/9783110750942 https://www.degruyter.com/isbn/9783110750942 Cover
Physical Description:	1 online resource (X, 344 p.)
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ctrlnum	(DE-B1597)583103 (OCoLC)1422563762
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spelling	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri. Berlin ; Boston : De Gruyter, [2024] ©2024 1 online resource (X, 344 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Intelligent Biomedical Data Analysis , 2629-7140 ; 10 Frontmatter -- Preface -- Contents -- 1 Integration of neutrosophic logic for faster effective treatment of cancer patients -- 2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking -- 3 An analytical study of AI in overcoming mental illness -- 4 COVID-19 case analysis and prediction using regression models -- 5 Computer vision for medical diagnosis and surgery -- 6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms -- 7 Prediction of big medical data using data analytics and deep learning -- 8 Impact of deep learning applications in medical hyper spectral imaging -- 9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare -- 10 Application of big data analytic techniques for healthcare systems -- 11 Big data security and privacy in healthcare -- 12 Healthcare encryption using augmented intelligence -- 13 Security system design for medical big data: layered security framework for protecting medical big data -- 14 Big data analytics in effective implementation of healthcare management -- Brief biographies -- Index restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star 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, discussing the stages of data collection and pre-processing, as well as the associated challenges and issues in data handling and setup. Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Jun 2024) Big Data. Digital Health. Internet der Dinge. Künstliche Intelligenz. COMPUTERS / Intelligence (AI) & Semantics. bisacsh Artificial Intelligence. Healthcare. Internet Of Things. Optimization. Abdulraheem, Muyideen, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Abidemi Adeniyi, Emmanuel, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Agravanshi, Subandhu, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Albuquerque, Victor, Hugo C. de, editor. edt http://id.loc.gov/vocabulary/relators/edt Bamidele Awotunde, Joseph, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Dauda Oladipo, Idowu, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Ganeshkumar, M., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Gohil, Jay, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Gopalakrishnan, E. A., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb H. Jhaveri, Rutvij, editor. edt http://id.loc.gov/vocabulary/relators/edt Holi, Ganga, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Kumar Bhoi, Akash, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Kumar Bhoi, Akash, editor. edt http://id.loc.gov/vocabulary/relators/edt Kumar Lenka, Asit, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Kumar Mahendran, Rakesh, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Kumar Tripathy, Hrudaya, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Lucky Imoize, Agbotiname, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Madhu, B., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Maity, Arpan, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Mallik, Sitikantha, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Mishra, Niyati, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Mishra, Sushruta, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Mohanty, Suneeta, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Neranjan Thilakarathne, Navod, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Olalekan Raheem, Muiz, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Olayinka Dauda, Sulaimon, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Oluwasegun Osemudiame, Ige, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Oluwasenu Ogundokun, Roseline, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Panigrahi, Ranjit, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Panigrahi, Ranjit, editor. edt http://id.loc.gov/vocabulary/relators/edt Patel, Jay, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Samarasinghe, Rohan, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Shankar Mishra, Bhabani, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Soman, K. P., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Sowmya, V., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Visalakshi, S., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Walia, Muskaan, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Title is part of eBook package: De Gruyter DG Plus DeG Package 2024 Part 1 9783111332192 EPUB 9783110750980 print 9783110750737 https://doi.org/10.1515/9783110750942 https://www.degruyter.com/isbn/9783110750942 Cover https://www.degruyter.com/document/cover/isbn/9783110750942/original
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author_sort	Abdulraheem, Muyideen,
title	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches /
spellingShingle	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches / Intelligent Biomedical Data Analysis , Frontmatter -- Preface -- Contents -- 1 Integration of neutrosophic logic for faster effective treatment of cancer patients -- 2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking -- 3 An analytical study of AI in overcoming mental illness -- 4 COVID-19 case analysis and prediction using regression models -- 5 Computer vision for medical diagnosis and surgery -- 6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms -- 7 Prediction of big medical data using data analytics and deep learning -- 8 Impact of deep learning applications in medical hyper spectral imaging -- 9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare -- 10 Application of big data analytic techniques for healthcare systems -- 11 Big data security and privacy in healthcare -- 12 Healthcare encryption using augmented intelligence -- 13 Security system design for medical big data: layered security framework for protecting medical big data -- 14 Big data analytics in effective implementation of healthcare management -- Brief biographies -- Index
title_sub	Computational Optimization and Cohesive Approaches /
title_full	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri.
title_fullStr	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri.
title_full_unstemmed	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri.
title_auth	Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches /
title_alt	Frontmatter -- Preface -- Contents -- 1 Integration of neutrosophic logic for faster effective treatment of cancer patients -- 2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking -- 3 An analytical study of AI in overcoming mental illness -- 4 COVID-19 case analysis and prediction using regression models -- 5 Computer vision for medical diagnosis and surgery -- 6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms -- 7 Prediction of big medical data using data analytics and deep learning -- 8 Impact of deep learning applications in medical hyper spectral imaging -- 9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare -- 10 Application of big data analytic techniques for healthcare systems -- 11 Big data security and privacy in healthcare -- 12 Healthcare encryption using augmented intelligence -- 13 Security system design for medical big data: layered security framework for protecting medical big data -- 14 Big data analytics in effective implementation of healthcare management -- Brief biographies -- Index
title_new	Healthcare Big Data Analytics :
title_sort	healthcare big data analytics : computational optimization and cohesive approaches /
series	Intelligent Biomedical Data Analysis ,
series2	Intelligent Biomedical Data Analysis ,
publisher	De Gruyter,
publishDate	2024
physical	1 online resource (X, 344 p.) Issued also in print.
contents	Frontmatter -- Preface -- Contents -- 1 Integration of neutrosophic logic for faster effective treatment of cancer patients -- 2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking -- 3 An analytical study of AI in overcoming mental illness -- 4 COVID-19 case analysis and prediction using regression models -- 5 Computer vision for medical diagnosis and surgery -- 6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms -- 7 Prediction of big medical data using data analytics and deep learning -- 8 Impact of deep learning applications in medical hyper spectral imaging -- 9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare -- 10 Application of big data analytic techniques for healthcare systems -- 11 Big data security and privacy in healthcare -- 12 Healthcare encryption using augmented intelligence -- 13 Security system design for medical big data: layered security framework for protecting medical big data -- 14 Big data analytics in effective implementation of healthcare management -- Brief biographies -- Index
isbn	9783110750942 9783111332192 9783110750980 9783110750737
issn	2629-7140 ;
url	https://doi.org/10.1515/9783110750942 https://www.degruyter.com/isbn/9783110750942 https://www.degruyter.com/document/cover/isbn/9783110750942/original
illustrated	Not Illustrated
dewey-hundreds	600 - Technology
dewey-tens	610 - Medicine & health
dewey-ones	610 - Medicine & health
dewey-full	610.28
dewey-sort	3610.28
dewey-raw	610.28
dewey-search	610.28
doi_str_mv	10.1515/9783110750942
oclc_num	1422563762
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Jhaveri.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin ;</subfield><subfield code="a">Boston : </subfield><subfield code="b">De Gruyter, </subfield><subfield code="c">[2024]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2024</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (X, 344 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="347" ind1=" " ind2=" "><subfield code="a">text file</subfield><subfield code="b">PDF</subfield><subfield code="2">rda</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Intelligent Biomedical Data Analysis ,</subfield><subfield code="x">2629-7140 ;</subfield><subfield code="v">10</subfield></datafield><datafield tag="505" ind1="0" ind2="0"><subfield code="t">Frontmatter -- </subfield><subfield code="t">Preface -- </subfield><subfield code="t">Contents -- </subfield><subfield code="t">1 Integration of neutrosophic logic for faster effective treatment of cancer patients -- </subfield><subfield code="t">2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking -- </subfield><subfield code="t">3 An analytical study of AI in overcoming mental illness -- </subfield><subfield code="t">4 COVID-19 case analysis and prediction using regression models -- </subfield><subfield code="t">5 Computer vision for medical diagnosis and surgery -- </subfield><subfield code="t">6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms -- </subfield><subfield code="t">7 Prediction of big medical data using data analytics and deep learning -- </subfield><subfield code="t">8 Impact of deep learning applications in medical hyper spectral imaging -- </subfield><subfield code="t">9 Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare -- </subfield><subfield code="t">10 Application of big data analytic techniques for healthcare systems -- </subfield><subfield code="t">11 Big data security and privacy in healthcare -- </subfield><subfield code="t">12 Healthcare encryption using augmented intelligence -- </subfield><subfield code="t">13 Security system design for medical big data: layered security framework for protecting medical big data -- </subfield><subfield code="t">14 Big data analytics in effective implementation of healthcare management -- </subfield><subfield code="t">Brief biographies -- </subfield><subfield code="t">Index</subfield></datafield><datafield tag="506" ind1="0" ind2=" "><subfield code="a">restricted access</subfield><subfield code="u">http://purl.org/coar/access_right/c_16ec</subfield><subfield code="f">online access with authorization</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">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, discussing the stages of data collection and pre-processing, as well as the associated challenges and issues in data handling and setup.</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Issued also in print.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Mode of access: Internet via World Wide Web.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">In English.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Jun 2024)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Big Data.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Digital Health.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Internet der Dinge.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Künstliche Intelligenz.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Intelligence (AI) & Semantics.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Artificial Intelligence.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Big Data.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Digital Health.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Healthcare.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Internet Of Things.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Optimization.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Abdulraheem, Muyideen, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Abidemi Adeniyi, Emmanuel, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Agravanshi, Subandhu, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Albuquerque, Victor, Hugo C. de, </subfield><subfield code="e">editor.</subfield><subfield code="4">edt</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bamidele Awotunde, Joseph, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Dauda Oladipo, Idowu, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ganeshkumar, M., </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Gohil, Jay, </subfield><subfield code="e">contributor.</subfield><subfield code="4">ctb</subfield><subfield code="4">https://id.loc.gov/vocabulary/relators/ctb</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Gopalakrishnan, E. 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Healthcare Big Data Analytics : : Computational Optimization and Cohesive Approaches / / ed. by Akash Kumar Bhoi, Ranjit Panigrahi, Victor, Hugo C. de Albuquerque, Rutvij H. Jhaveri.

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