Article
A multilevel ensemble model for predicting mutation types in bladder cancer.
Personalized medicine - 1 Dec 2025
Jain Aneesh, Dey Sumit, Garg Divisha, Singh Harpreet, Pattanaik Smita, Mavuduru Ravimohan Suryanarayan, Rana Prashant Singh
Abstract excerpt
BACKGROUND: In urinary bladder cancer, early diagnosis plays a key role for effective patient management. Moreover, accurate prediction of genetic mutations plays a critical role in identifying biomarkers for prognosis and therapy. METHODS: Mutation types and other details were collected from publicly available datasets of human bladder cancer cell lines. A multilevel ensemble model was designed by integrating an...
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