SN Applied Sciences (Apr 2023)

Multi-stage biomedical feature selection extraction algorithm for cancer detection

  • Ismail Keshta,
  • Pallavi Sagar Deshpande,
  • Mohammad Shabaz,
  • Mukesh Soni,
  • Mohit kumar Bhadla,
  • Yasser Muhammed

DOI
https://doi.org/10.1007/s42452-023-05339-2
Journal volume & issue
Vol. 5, no. 5
pp. 1 – 12

Abstract

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Article Highlights The identification of gene features in the microarray dataset is a challenging task. The research tries to propose a multi-stage algorithm for biomedical deep feature selection. Two steps were involved in classification: combination of three feature selection techniques and unsupervised neural network for creating feature representation. On various datasets, the accuracy found to be either similar or improved.

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