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Congruent Feature Selection Method to Improve the Efficacy of Machine Learning-Based Classification in Medical Image Processing

Mohd Anjum Naoufel Kraiem Hong Min Ashit Kumar Dutta Yousef Ibrahim Daradkeh

Computer Modeling in Engineering & Sciences2025,Vol.142Issue(1):P.357-384,28.
Computer Modeling in Engineering & Sciences2025,Vol.142Issue(1):P.357-384,28.DOI:10.32604/cmes.2024.057889

Congruent Feature Selection Method to Improve the Efficacy of Machine Learning-Based Classification in Medical Image Processing

Mohd Anjum 1Naoufel Kraiem 2Hong Min 3Ashit Kumar Dutta 4Yousef Ibrahim Daradkeh5

作者信息

  • 1. Department of Computer Engineering,Aligarh Muslim University,Aligarh,202002,India
  • 2. College of Computer Science,King Khalid University,Abha,61413,Saudi Arabia
  • 3. School of Computing,Gachon University,Seongnam,13120,Republic of Korea
  • 4. Department of Computer Science and Information Systems,College of Applied Sciences,AlMaarefa University,Riyadh,13713,Saudi Arabia
  • 5. Department of Computer Engineering and Information,College of Engineering in Wadi Alddawasir,Prince Sattam bin Abdulaziz University,Al-Kharj,16273,Saudi Arabia
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摘要

关键词

Computer vision/feature selection/machine learning/region detection/texture analysis/image classification/medical images

分类

信息技术与安全科学

引用本文复制引用

Mohd Anjum,Naoufel Kraiem,Hong Min,Ashit Kumar Dutta,Yousef Ibrahim Daradkeh..Congruent Feature Selection Method to Improve the Efficacy of Machine Learning-Based Classification in Medical Image Processing[J].Computer Modeling in Engineering & Sciences,2025,142(1):P.357-384,28.

基金项目

the Deanship of Scientifc Research at King Khalid University for funding this work through large group Research Project under grant number RGP2/421/45 ()

supported via funding from Prince Sattam bin Abdulaziz University project number(PSAU/2024/R/1446) (PSAU/2024/R/1446)

supported by theResearchers Supporting Project Number(UM-DSR-IG-2023-07)Almaarefa University,Riyadh,Saudi Arabia. (UM-DSR-IG-2023-07)

supported by the Basic Science Research Program through the National Research Foundation of Korea(NRF)funded by the Ministry of Education(No.2021R1F1A1055408). (NRF)

Computer Modeling in Engineering & Sciences

1526-1492

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