Cancer Identification in Walker 256 Tumor Model Exploring Texture Properties Taken from Microphotograph of Rats Liver

• Published in: Algorithms Vol. 15; no. 8; p. 268
• Main Authors: Carvalho, Mateus F. T., Silva, Sergio A., Bernardo, Carla Cristina O., Flores, Franklin César, Perles, Juliana Vanessa C. M., Zanoni, Jacqueline Nelisis, Costa, Yandre M. G.
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2022
• Subjects: Algorithms; Animals; Cancer; Classifiers; Datasets; Deep learning; Evaluation; granulometry; Identification; Laboratories; Laboratory animals; Liver; Liver cancer; liver tissue; local phase quantization; Machine learning; Medical imaging; Morphological filters; Morphology; Support vector machines; Texture; Tumors; Web portals; Germany; China
• ISSN: 1999-4893; 1999-4893
• DOI: 10.3390/a15080268

Recent studies have been evaluating the presence of patterns associated with the occurrence of cancer in different types of tissue present in the individual affected by the disease. In this article, we describe preliminary results for the automatic detection of cancer (Walker 256 tumor) in laborator...