Development of a Machine Learning Model to Distinguish between Ulcerative Colitis and Crohn’s Disease Using RNA Sequencing Data

Development of a Machine Learning Model to Distinguish between Ulcerative Colitis and Crohn’s Disease Using RNA Sequencing Data

Crohn’s disease (CD) and ulcerative colitis (UC) can be difficult to differentiate. As differential diagnosis is important in establishing a long-term treatment plan for patients, we aimed to develop a machine learning model for the differential diagnosis of the two diseases using RNA sequencing (RN...

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Bibliographic Details
Main Authors: Soo-Kyung Park, Sangsoo Kim, Gi-Young Lee, Sung-Yoon Kim, Wan Kim, Chil-Woo Lee, Jong-Lyul Park, Chang-Hwan Choi, Sang-Bum Kang, Tae-Oh Kim, Ki-Bae Bang, Jaeyoung Chun, Jae-Myung Cha, Jong-Pil Im, Kwang-Sung Ahn, Seon-Young Kim, Dong-Il Park
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Diagnostics
Subjects:
inflammatory bowel disease
Crohn’s disease
ulcerative colitis
RNA sequencing
machine learning
Online Access:https://www.mdpi.com/2075-4418/11/12/2365

Internet

https://www.mdpi.com/2075-4418/11/12/2365

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