Publications by authors named "Jican Qin"
Brief Bioinform
November 2023
Article Synopsis
- Portal vein thrombosis (PVT) is a critical condition in cirrhosis patients, prompting the development of a predictive model for early diagnosis in chronic hepatitis liver cirrhosis patients.
- The research utilized data from 816 patients, creating a stacking model using Support Vector Machine (SVM), Naïve Bayes, and Quadratic Discriminant Analysis (QDA) to identify key features for PVT classification.
- The QDA model, validated with a separate cohort, showed strong accuracy in distinguishing PVT cases, improving clinical decisions for managing this condition in cirrhotic patients.
