Article
Predicting the predisposition to colorectal cancer based on SNP profiles of immune phenotypes using supervised learning models.
Medical & biological engineering & computing - 1 Jan 2023
Cakmak Ali, Ayaz Huzeyfe, Arıkan Soykan, Ibrahimzada Ali R, Demirkol Şeyda, Sönmez Dilara, Hakan Mehmet T, Sürmen Saime T, Horozoğlu Cem, Doğan Mehmet B, Küçükhüseyin Özlem, Cacına Canan, Kıran Bayram, Zeybek Ümit, Baysan Mehmet, Yaylım İlhan
Abstract excerpt
This study explores the machine learning-based assessment of predisposition to colorectal cancer based on single nucleotide polymorphisms (SNP). Such a computational approach may be used as a risk indicator and an auxiliary diagnosis method that complements the traditional methods such as biopsy and CT scan. Moreover, it may be used to develop a low-cost screening test for the early detection of colorectal...
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