IDEAS home Printed from https://ideas.repec.org/a/aif/journl/v5y2021i3p190-203.html
   My bibliography  Save this article

Feature selection technique applied in Medical application by Supervised algorithm: A Review

Author

Listed:
  • Basna Mohammed Salih Hasan

    (Technical College of Informatics Akre, Duhok Polytechnic University, IT Department, Duhok, Kurdistan Region, Iraq.)

  • Nawzat Sadiq Ahmed

    (Department of Information Technology Management, Technical College of Administration, Duhok University, Kurdistan Region, Iraq.)

Abstract

Feature selection is a strategy for preprocessing that determines the main features of a specific problem. Traditionally, it has been employed across a variety of topics, including biological data analysis, finance, and intrusion detection systems. In addition to minimizing dimensionality, FS was successfully used in medical systems, which often enable one to consider the causes of the disease. In this paper, a review started to describe some basic concepts related to medical applications and provide some necessary background information on feature selection and reviewed more than ten articles of the FS in the medical field that have been introduced and published in the last years.

Suggested Citation

  • Basna Mohammed Salih Hasan & Nawzat Sadiq Ahmed, 2021. "Feature selection technique applied in Medical application by Supervised algorithm: A Review," International Journal of Science and Business, IJSAB International, vol. 5(3), pages 190-203.
    • Handle: RePEc:aif:journl:v:5:y:2021:i:3:p:190-203
    as

    Download full text from publisher

    File URL: https://ijsab.com/wp-content/uploads/697.pdf
    Download Restriction: no
    File URL: https://ijsab.com/volume-5-issue-3/3744
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Anonymous, 2014. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 9(2), pages 109-110, August.
    2. n/a, 2019. "Book Reviews," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    3. Ghaddar, Bissan & Naoum-Sawaya, Joe, 2018. "High dimensional data classification and feature selection using support vector machines," European Journal of Operational Research, Elsevier, vol. 265(3), pages 993-1004.
    4. Anonymous, 2014. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 9(1), pages 1-2, May.
    5. n/a, 2016. "Book Reviews," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. CHEN, Helen S.Y., 2020. "Designing Sustainable Humanitarian Supply Chains," OSF Preprints m82ar, Center for Open Science.
    2. Jochen Wulf, 2020. "Development of an AHP hierarchy for managing omnichannel capabilities: a design science research approach," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 39-68, April.
    3. Maggie O’Neill & Ruth Penfold-Mounce & David Honeywell & Matt Coward-Gibbs & Harriet Crowder & Ivan Hill, 2021. "Creative Methodologies for a Mobile Criminology: Walking as Critical Pedagogy," Sociological Research Online, , vol. 26(2), pages 247-268, June.
    4. Getz, Donald & Page, Stephen J., 2016. "Progress and prospects for event tourism research," Tourism Management, Elsevier, vol. 52(C), pages 593-631.
    5. Schipper, Burkhard C., 2021. "Discovery and equilibrium in games with unawareness," Journal of Economic Theory, Elsevier, vol. 198(C).
    6. Kumar, Kaushalendra & Shukla, Ankita & Singh, Abhishek & Ram, Faujdar & Kowal, Paul, 2016. "Association between wealth and health among older adults in rural China and India," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 43-52.
    7. Urša Golob & Mark A. P. Davies & Joachim Kernstock & Shaun M. Powell, 2020. "Trending topics plus future challenges and opportunities in brand management," Journal of Brand Management, Palgrave Macmillan, vol. 27(2), pages 123-129, March.
    8. Eunae Yoo & Elliot Rabinovich & Bin Gu, 2020. "The Growth of Follower Networks on Social Media Platforms for Humanitarian Operations," Production and Operations Management, Production and Operations Management Society, vol. 29(12), pages 2696-2715, December.
    9. Ya Sun & Gongyuan Wang & Haiying Feng, 2021. "Linguistic Studies on Social Media: A Bibliometric Analysis," SAGE Open, , vol. 11(3), pages 21582440211, September.
    10. Winskell, Kate & Sabben, Gaëlle, 2016. "Sexual stigma and symbolic violence experienced, enacted, and counteracted in young Africans’ writing about same-sex attraction," Social Science & Medicine, Elsevier, vol. 161(C), pages 143-150.
    11. Shisong Jiang, 2021. "“When Paradigms Are Out of Place”: Embracing Eclecticism in Legal Scholarship by Academic Turns," Laws, MDPI, vol. 10(4), pages 1-16, October.
    12. Florian Léon, 2022. "The elusive quest for high-growth firms in Africa: when other metrics of performance say nothing," Small Business Economics, Springer, vol. 58(1), pages 225-246, January.
    13. Houshmand Masoumi, 2021. "Residential Location Choice in Istanbul, Tehran, and Cairo: The Importance of Commuting to Work," Sustainability, MDPI, vol. 13(10), pages 1-18, May.
    14. Zachary P Neal, 2017. "Well connected compared to what? Rethinking frames of reference in world city network research," Environment and Planning A, , vol. 49(12), pages 2859-2877, December.
    15. Tanja Lepistö & Tiina Mäkitalo-Keinonen & Tiina Valjakka, 0. "Opportunity recognition in a hub-governed network – insights from garage services," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-24.
    16. Holbig, Heike, 2015. "The Plasticity of Regions: A Social Sciences–Cultural Studies Dialogue on Asia-Related Area Studies," GIGA Working Papers 267, GIGA German Institute of Global and Area Studies.
    17. Wagner, Sebastian & Brandt, Tobias & Neumann, Dirk, 2016. "In free float: Developing Business Analytics support for carsharing providers," Omega, Elsevier, vol. 59(PA), pages 4-14.
    18. Lyall, Catherine & Tait, Joyce, 2019. "Beyond the limits to governance: New rules of engagement for the tentative governance of the life sciences," Research Policy, Elsevier, vol. 48(5), pages 1128-1137.
    19. Martin Dubrovsky & Miroslav Trnka & Ian Holman & Eva Svobodova & Paula Harrison, 2015. "Developing a reduced-form ensemble of climate change scenarios for Europe and its application to selected impact indicators," Climatic Change, Springer, vol. 128(3), pages 169-186, February.
    20. Anna Karpova & Aleksei Savelev & Nataliya Maksimova, 2021. "Modeling the Process of School Shooters Radicalization (Russian Case)," Social Sciences, MDPI, vol. 10(12), pages 1-26, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:aif:journl:v:5:y:2021:i:3:p:190-203. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Farjana Rahman (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.