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)-Reference-Cited by-同舟云学术

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)

Published:2021-01-26 Issue: Volume: Page:
ISSN:0941-0643
Container-title:Neural Computing and Applications
language:en
Short-container-title:Neural Comput & Applic

Author:

Khan Sana Ullah,Islam Naveed^ORCID,Jan Zahoor,Haseeb Khalid,Shah Syed Inayat Ali,Hanif Muhammad

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Link

http://link.springer.com/content/pdf/10.1007/s00521-021-05697-1.pdf

Reference28 articles.

1. McGuire S (2016) World cancer report (2014) Geneva, Switzerland: World health organization, international agency for research on cancer, WHO Press, 2015. Adv Nutr Int Rev J 7(2):418–419

2. Gordon PB (2005) Image-directed fine needle aspiration biopsy in nonpalpable breast lesions. Clin Lab Med 25(4):655–678

3. Sayed GI, Hassanien AE (2017) Moth-flame swarm optimization with neutrosophic sets for automatic mitosis detection in breast cancer histology images. Appl Intell 47(2):397–408

4. Spanhol FA, Oliveira LS, Petitjean C, Heutte L (2015) A dataset for breast cancer histopathological image classification. IEEE Trans Biomed Eng 63(7):1455–1462

5. Carvalho ED, Antônio Filho O, Silva RR, Araújo FH, Diniz JO, Silva AC, Paiva AC, Gattass M (2020) Breast cancer diagnosis from histopathological images using textural features and CBIR. Artif Intell Med 105:101845

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