Browsing Computer Science & Engineering by Author "Peyret R."
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Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization
Peyret R.; Bouridane A.; Khelifi F.; Tahir M.A.; Al-Maadeed S. ( Elsevier B.V. , 2018 , Article)This paper proposes a new multispectral multiscale local binary pattern feature extraction method for automatic classification of colorectal and prostatic tumor biopsies samples. A multilevel stacked generalization ... -
Automatic diagnosis of prostate cancer using multispectral based linear binary pattern bagged codebooks
Peyret R.; Khelifi F.; Bouridane A.; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Cancer is classified by the World Health Organisation as a worldwide problem and its effect is increasing. A timely diagnosis is crucial and an early detection can be vital leading to an effective diagnosis. This paper ... -
Texture analysis for colorectal tumour biopsies using multispectral imagery
Peyret R.; Bouridane A.; Al-Maadeed, Somaya.; Kunhoth S.; Khelifi F. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)Colorectal cancer is one of the most common cancers in the world. As part of its diagnosis, a histological analysis is often run on biopsy samples. Multispecral imagery taken from cancer tissues can be useful to capture ...