An integrated pipeline for prediction of Clostridioides difficile infection

Abstract With the expansion of electronic health records(EHR)-linked genomic data comes the development of machine learning-enable models. There is a pressing need to develop robust pipelines to evaluate the performance of integrated models and minimize systemic bias. We developed a prediction model...

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Bibliographic Details
Main Authors: Jiang Li, Durgesh Chaudhary, Vaibhav Sharma, Vishakha Sharma, Venkatesh Avula, Paddy Ssentongo, Donna M. Wolk, Ramin Zand, Vida Abedi
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-41753-7