Book
Machine learning in cancer research with applications in colon cancer and big data analysis Advances in medical technologies and clinical practice book series./ Zhongyu Joan Lu and Qiang Xu, Murad Al-Rajab, Lamogha Chiazor.
| Title: | Machine learning in cancer research with applications in colon cancer and big data analysis Advances in medical technologies and clinical practice book series./ Zhongyu Joan Lu and Qiang Xu, Murad Al-Rajab, Lamogha Chiazor. |
|---|---|
| Authors: | Lu Zhongyu, Xu Qiang, Al-Rajab Murad, Chiazor Lamogha |
| Source: | EN05CEBSCO05C2735 |
| Publication Year: | 2021 |
| Collection: | Kazan Federal University Digital Repository |
| Subject Terms: | Cancer -- Research, Colon (Anatomy) -- Cancer -- Research, Cancer -- Diagnosis, Bioinformatics, Big data, Problem solving -- Data processing, Electronic books |
| Description: | "Premier reference source"--Cover. ; Includes bibliographical references and index. ; "This book presents a general picture for the latest research output and the state of the art technology in the bioinformatics in cancer research, and big data, machine learning theory and technologies in the various applications"-- ; Chapter 1. Importance of information working with colon cancer research -- Chapter 2. An overview on bioinformatics -- Chapter 3. Research approach with machine learning underpinned -- Chapter 4. Design and procedures for the investigation conducted -- Chapter 5. Findings for the conducted investigations -- Chapter 6. Analysis, discussion, and evaluations for the case studies -- Chapter 7. Final remarks for the research with advanced machine learning methods in colon cancer analysis -- Chapter 8. Importance of research into big data with machine learning approach -- Chapter 9. Overview of big data with machine learning approach -- Chapter 10. Methodology for the research conducted -- Chapter 11. Hybrid-automl system development -- Chapter 12. Research output for the hybrid-automl system -- Chapter 13. Final remarks and further work for the hybrid-automl system. ; 1 online resource (ix, 263 pages) |
| Document Type: | book |
| Language: | English |
| ISBN: | 978-1-79987-317-4 1-79987-317-X |
| Relation: | Advances in medical technologies and clinical practice (AMTCP) book series; Advances in medical technologies and clinical practice book series.; http://dspace.kpfu.ru/xmlui/bitstream/net/181224/-1/2916872.pdf; 179987317X; https://dspace.kpfu.ru/xmlui/handle/net/181224 |
| Availability: | https://dspace.kpfu.ru/xmlui/handle/net/181224 |
| Accession Number: | edsbas.8DB234F9 |
| Database: | BASE |
| FullText | Text: Availability: 0 CustomLinks: – Url: https://dspace.kpfu.ru/xmlui/handle/net/181224# Name: EDS - BASE (ns324271) Category: fullText Text: View record from BASE |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning in cancer research with applications in colon cancer and big data analysis Advances in medical technologies and clinical practice book series./ Zhongyu Joan Lu and Qiang Xu, Murad Al-Rajab, Lamogha Chiazor. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Lu+Zhongyu%22">Lu Zhongyu</searchLink><br /><searchLink fieldCode="AR" term="%22Xu+Qiang%22">Xu Qiang</searchLink><br /><searchLink fieldCode="AR" term="%22Al-Rajab+Murad%22">Al-Rajab Murad</searchLink><br /><searchLink fieldCode="AR" term="%22Chiazor+Lamogha%22">Chiazor Lamogha</searchLink> – Name: TitleSource Label: Source Group: Src Data: EN05CEBSCO05C2735 – Name: DatePubCY Label: Publication Year Group: Date Data: 2021 – Name: Subset Label: Collection Group: HoldingsInfo Data: Kazan Federal University Digital Repository – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Cancer+--+Research%22">Cancer -- Research</searchLink><br /><searchLink fieldCode="DE" term="%22Colon+%28Anatomy%29+--+Cancer+--+Research%22">Colon (Anatomy) -- Cancer -- Research</searchLink><br /><searchLink fieldCode="DE" term="%22Cancer+--+Diagnosis%22">Cancer -- Diagnosis</searchLink><br /><searchLink fieldCode="DE" term="%22Bioinformatics%22">Bioinformatics</searchLink><br /><searchLink fieldCode="DE" term="%22Big+data%22">Big data</searchLink><br /><searchLink fieldCode="DE" term="%22Problem+solving+--+Data+processing%22">Problem solving -- Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Electronic+books%22">Electronic books</searchLink> – Name: Abstract Label: Description Group: Ab Data: "Premier reference source"--Cover. ; Includes bibliographical references and index. ; "This book presents a general picture for the latest research output and the state of the art technology in the bioinformatics in cancer research, and big data, machine learning theory and technologies in the various applications"-- ; Chapter 1. Importance of information working with colon cancer research -- Chapter 2. An overview on bioinformatics -- Chapter 3. Research approach with machine learning underpinned -- Chapter 4. Design and procedures for the investigation conducted -- Chapter 5. Findings for the conducted investigations -- Chapter 6. Analysis, discussion, and evaluations for the case studies -- Chapter 7. Final remarks for the research with advanced machine learning methods in colon cancer analysis -- Chapter 8. Importance of research into big data with machine learning approach -- Chapter 9. Overview of big data with machine learning approach -- Chapter 10. Methodology for the research conducted -- Chapter 11. Hybrid-automl system development -- Chapter 12. Research output for the hybrid-automl system -- Chapter 13. Final remarks and further work for the hybrid-automl system. ; 1 online resource (ix, 263 pages) – Name: TypeDocument Label: Document Type Group: TypDoc Data: book – Name: Language Label: Language Group: Lang Data: English – Name: ISBN Label: ISBN Group: ISBN Data: 978-1-79987-317-4<br />1-79987-317-X – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: Advances in medical technologies and clinical practice (AMTCP) book series; Advances in medical technologies and clinical practice book series.; http://dspace.kpfu.ru/xmlui/bitstream/net/181224/-1/2916872.pdf; 179987317X; https://dspace.kpfu.ru/xmlui/handle/net/181224 – Name: URL Label: Availability Group: URL Data: https://dspace.kpfu.ru/xmlui/handle/net/181224 – Name: AN Label: Accession Number Group: ID Data: edsbas.8DB234F9 |
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| RecordInfo | BibRecord: BibEntity: Languages: – Text: English Subjects: – SubjectFull: Cancer -- Research Type: general – SubjectFull: Colon (Anatomy) -- Cancer -- Research Type: general – SubjectFull: Cancer -- Diagnosis Type: general – SubjectFull: Bioinformatics Type: general – SubjectFull: Big data Type: general – SubjectFull: Problem solving -- Data processing Type: general – SubjectFull: Electronic books Type: general Titles: – TitleFull: Machine learning in cancer research with applications in colon cancer and big data analysis Advances in medical technologies and clinical practice book series./ Zhongyu Joan Lu and Qiang Xu, Murad Al-Rajab, Lamogha Chiazor. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lu Zhongyu – PersonEntity: Name: NameFull: Xu Qiang – PersonEntity: Name: NameFull: Al-Rajab Murad – PersonEntity: Name: NameFull: Chiazor Lamogha IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2021 Identifiers: – Type: isbn-print Value: 9781799873174 – Type: isbn-print Value: 179987317X – Type: issn-locals Value: edsbas Titles: – TitleFull: EN05CEBSCO05C2735 Type: main |
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