Impact of Image Contrast Enhancement on Stability of Radiomics Feature Quantification on a 2D Mammogram Radiograph

Impact of Image Contrast Enhancement on Stability of Radiomics Feature Quantification on a 2D Mammogram Radiograph

The present work aimed to evaluate the reproducibility of radiomics features derived from manual delineation and semiautomatic segmentation after enhancement using the Contrast Limited Adaptive Histogram Equalization (CLAHE) and Adaptive Histogram Equalization (AHE) techniques on a benign tumor of t...

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Bibliographic Details
Main Authors: Siti Fairuz Mat Radzi, Muhammad Khalis Abdul Karim, M Iqbal Saripan, Mohd Amiruddin Abd Rahman, Nurul Huda Osman, Entesar Zawam Dalah, Noramaliza Mohd Noor
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Breast cancer
radiomics
contrast limited adaptive histogram equalization (CLAHE)
adaptive histogram equalization (AHE)
semiautomatic segmentation
Online Access:https://ieeexplore.ieee.org/document/9139455/

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