Identification of useful genes from multiple microarrays for ulcerative colitis diagnosis based on machine learning methods

Ulcerative colitis (UC) is a chronic relapsing inflammatory bowel disease with an increasing incidence and prevalence worldwide. The diagnosis for UC mainly relies on clinical symptoms and laboratory examinations. As some previous studies have revealed that there is an association between gene expre...

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Bibliographic Details
Published in:	Scientific reports Vol. 12; no. 1; pp. 9962 - 13
Main Authors:	Zhang, Lin, Mao, Rui, Lau, Chung Tai, Chung, Wai Chak, Chan, Jacky C. P., Liang, Feng, Zhao, Chenchen, Zhang, Xuan, Bian, Zhaoxiang
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 15.06.2022 Nature Publishing Group Nature Portfolio
Subjects:	631/208 692/4020 Data processing Diagnosis DNA microarrays Gene expression Humanities and Social Sciences Immunoregulation Inflammatory bowel disease Inflammatory bowel diseases Learning algorithms Machine learning Macrophages Mast cells Monocytes multidisciplinary Neural networks Patients Principal components analysis Science Science (multidisciplinary) Ulcerative colitis
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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