Feature selection technique applied in Medical application by Supervised algorithm: A Review Basna Mohammed Salih Hasan & Nawzat Sadiq Ahmed

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

Author (s)

Basna Mohammed Salih Hasan & Nawzat Sadiq Ahmed

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.

 Keywords: Supervised Algorithm, Dimensionality Reduction, Features Selection, Medical Imaging.

 

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Title: Feature selection technique applied in Medical application by Supervised algorithm: A Review
Author: Basna Mohammed Salih Hasan & Nawzat Sadiq Ahmed
Journal Name: International Journal of Science and Business
Website: ijsab.com
ISSN: ISSN 2520-4750 (Online), ISSN 2521-3040 (Print)
DOI: https://doi.org/10.5281/zenodo.4543647
Media: Online
Volume: 5
Issue: 3
Acceptance Date: 5/02/2021
Date of Publication: 16/02/2021
PDF URL: https://ijsab.com/wp-content/uploads/697.pdf
Free download: Available
Page: 190-203
First Page: 190
Last Page: 203
Paper Type: Literature Review
Current Status: Published

 

Cite This Article:

Hasan, B. M. S. & Ahmed, N. S. (2021). Feature selection technique applied in medical application by supervised algorithm: A Review. International Journal of Science and Business, 5(3), 190-203. doi: https://doi.org/10.5281/zenodo.4543647

Retrieved from https://ijsab.com/wp-content/uploads/697.pdf

 

About Author (s)

Basna Mohammed Salih Hasan (corresponding author), Technical College of Informatics Akre, Duhok Polytechnic University, IT Department, Duhok, Kurdistan Region, Iraq. Email: basna.mhmed@dpu.edu.krd

Dr. Nawzat Sadiq Ahmed, Department of Information Technology Management, Technical College of Administration, Duhok University, Kurdistan Region, Iraq.

 

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DOI: https://doi.org/10.5281/zenodo.4543647

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