Machine learning in cancer research with applications in colon cancer and big data analysis
"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"--
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| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Hershey, PA
IGI Global, Medical Information Science Reference,
[2021]
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| Series: | Advances in medical technologies and clinical practice book series.
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 03724cam a2200637 i 4500 | ||
|---|---|---|---|
| 001 | koha001012530 | ||
| 003 | OCoLC | ||
| 005 | 20250222065929.0 | ||
| 006 | m d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 200916s2021 paua ob 001 0 eng | ||
| 010 | |a 2020042093 | ||
| 035 | |a koha001012530 | ||
| 040 | |a DLC |b eng |e rda |c DLC |d OCLCO |d OCLCF |d YDX |d OCLCO |d IGIGL |d N$T | ||
| 019 | |a 1250158276 | ||
| 020 | |a 179987317X |q electronic book | ||
| 020 | |a 9781799873174 |q (electronic bk.) | ||
| 020 | |z 9781799873167 |q hardcover | ||
| 024 | 7 | |a 10.4018/978-1-7998-7316-7 |2 doi | |
| 042 | |a pcc | ||
| 050 | 0 | 4 | |a RC267 |b .L8 2021 |
| 082 | 0 | 0 | |a 616.99/40072 |2 23 |
| 049 | |a MAIN | ||
| 100 | 1 | |a Lu, Zhongyu, |d 1955- |9 909774 | |
| 245 | 1 | 0 | |a Machine learning in cancer research with applications in colon cancer and big data analysis |c Zhongyu Joan Lu and Qiang Xu, Murad Al-Rajab, Lamogha Chiazor. |
| 264 | 1 | |a Hershey, PA |b IGI Global, Medical Information Science Reference, |c [2021] | |
| 300 | |a 1 online resource (ix, 263 pages) |b color illustrations. | ||
| 490 | 1 | |a Advances in medical technologies and clinical practice (AMTCP) book series | |
| 500 | |a "Premier reference source"--Cover. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a "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"-- |c Provided by publisher. | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on May 10, 2021). | ||
| 505 | 0 | |a 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. | |
| 653 | 0 | |a Cancer |x Research. | |
| 653 | 0 | |a Colon (Anatomy) |x Cancer |x Research. | |
| 653 | 0 | |a Cancer |x Diagnosis. | |
| 653 | 0 | |a Bioinformatics. | |
| 653 | 0 | |a Big data. | |
| 653 | 0 | |a Problem solving |x Data processing. | |
| 653 | 7 | |a Big data. |2 fast |0 (OCoLC)fst01892965 | |
| 653 | 7 | |a Bioinformatics. |2 fast |0 (OCoLC)fst00832181 | |
| 653 | 7 | |a Cancer |x Diagnosis. |2 fast |0 (OCoLC)fst00845345 | |
| 653 | 7 | |a Cancer |x Research. |2 fast |0 (OCoLC)fst00845497 | |
| 653 | 7 | |a Colon (Anatomy) |x Cancer |x Research. |2 fast |0 (OCoLC)fst00868413 | |
| 653 | 7 | |a Problem solving |x Data processing. |2 fast |0 (OCoLC)fst01077897 | |
| 655 | 0 | |a EBSCO eBooks |9 905790 | |
| 655 | 4 | |a Electronic books. |9 899821 | |
| 700 | 1 | |a Xu, Qiang, |d 1963- |9 909775 | |
| 700 | 1 | |a Al-Rajab, Murad, |d 1983- |9 909776 | |
| 700 | 1 | |a Chiazor, Lamogha, |d 1989- |9 909777 | |
| 830 | 0 | |a Advances in medical technologies and clinical practice book series. |9 900145 | |
| 856 | 4 | 0 | |3 EBSCOhost |u https://www.lib.tsu.ru/limit/2023/EBSCO/2916872.pdf |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1012530 | ||
| 910 | |a EBSCO eBooks | ||
| 999 | |c 1012530 |d 1012530 | ||
| 039 | |||