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

Contributor(s): Material type: TextLanguage: Series: Intelligent Biomedical Data Analysis ; 10Publisher: Berlin Boston De Gruyter, [2024]Copyright date: ©2024Description: 1 online resource (X, 344 p.)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783110750942
Subject(s): Additional physical formats: No title; No titleOnline resources: Available additional physical forms:
  • Issued also in print.
Contents:
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
Title is part of eBook package: DG Plus DeG Package 2024 Part 1 De GruyterTitle is part of eBook package: EBOOK PACKAGE Engineering and Computer Sciences 2024 De GruyterTitle is part of eBook package: EBOOK PACKAGE Engineering and Computer Sciences 2024 ENG De GruyterTitle is part of eBook package: EBOOK PACKAGE Engineering and Computer Sciences 2024 DGB - ALL LANG De GruyterTitle is part of eBook package: EBOOK PACKAGE Engineering and Computer Sciences 2024 DGB - ENG De Gruyter
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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

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http://purl.org/coar/access_right/c_16ec

Issued also in print.

The accessibility of this resources in unknown or unassessed.

Mode of access: Internet via World Wide Web.

R. Panigrahi, A. Kumar Bhoi, Sikkim Manipal U, India; V. H. de Albuquerque, ARMTEC Fortaleza, Brazil; R. H. Jhaveri, PDPU, India.

In English.

Description based on online resource; title from PDF title page (publisher's Web site, viewed March 03 2026)

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