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A machine learning-based approach for the segmentation and classification of malignant cells in breast cytology images using gray level co-occurrence matrix (GLCM) and support vector machine (SVM)

Sana Ullah Khan, Naveed Islam, Zahoor Jan, Khalid Haseeb, Syed İnayat Ali Shah, Muhammad Hanif

2021Neural Computing and Applications44 citationsDOI

Topics & Concepts

Support vector machineArtificial intelligenceSegmentationComputer sciencePattern recognition (psychology)CytologyGray levelMalignant diseaseMalignant cellsImage segmentationCo-occurrence matrixMachine learningPathologyImage textureMedicineCancerImage (mathematics)Internal medicineAI in cancer detectionRadiomics and Machine Learning in Medical ImagingDigital Imaging for Blood Diseases
A machine learning-based approach for the segmentation and classification of malignant cells in breast cytology images using gray level co-occurrence matrix (GLCM) and support vector machine (SVM) | Litcius