Oral cancer prediction by noninvasive genetic screening
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Cancer"
DOI: 10.1002/ijc.34277
Abstract: Oral squamous cell carcinomas (OSCCs) develop in genetically altered epithelium in the mucosal lining, also coined as fields, which are mostly not visible but occasionally present as white oral leukoplakia (OL) lesions. We developed a… read more here.
Keywords: cancer; noninvasive genetic; genetically altered; oral cancer ... See more keywords
An Early Intestinal Cancer Prediction Algorithm Based on Deep Belief Network
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DOI: 10.1038/s41598-019-54031-2
Abstract: The incidence of colorectal cancer (colorectal cancer, CRC) in China has increased in recent years, and its mortality rate has become one of the highest among all cancers. CRC also increasingly affects people’s health and… read more here.
Keywords: early intestinal; intestinal cancer; cancer prediction; prediction algorithm ... See more keywords
A Survey of Machine Learning Approaches Applied to Gene Expression Analysis for Cancer Prediction
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DOI: 10.1109/access.2022.3146312
Abstract: Machine learning approaches are powerful techniques commonly employed for developing cancer prediction models using associated gene expression and mutation data. Our survey provides a comprehensive review of recent cancer studies that have employed gene expression… read more here.
Keywords: gene expression; cancer prediction; cancer;
SVM and SVM Ensembles in Breast Cancer Prediction
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DOI: 10.1371/journal.pone.0161501
Abstract: Breast cancer is an all too common disease in women, making how to effectively predict it an active research problem. A number of statistical and machine learning techniques have been employed to develop various breast… read more here.
Keywords: cancer prediction; svm ensembles; svm; breast cancer ... See more keywords
Cost-Sensitive KNN Algorithm for Cancer Prediction Based on Entropy Analysis
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DOI: 10.3390/e24020253
Abstract: Early diagnosis of cancer is beneficial in the formulation of the best treatment plan; it can improve the survival rate and the quality of patient life. However, imaging detection and needle biopsy usually used not… read more here.
Keywords: cancer; cost sensitive; analysis; cancer prediction ... See more keywords