Don Ramesh Tholkage
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View article: Conditional Kaplan–Meier Estimator with Functional Covariates for Time-to-Event Data
Conditional Kaplan–Meier Estimator with Functional Covariates for Time-to-Event Data Open
Due to the wide availability of functional data from multiple disciplines, the studies of functional data analysis have become popular in the recent literature. However, the related development in censored survival data has been relatively…
View article: Personalized treatment selection using observational data
Personalized treatment selection using observational data Open
Estimating the optimal treatment regime based on individual patient characteristics has been a topic of discussion in many forums. Advanced computational power has added momentum to this discussion over the last two decades and practitione…
View article: Serrated polyp detection rate in colonoscopies performed by gastrointestinal fellows
Serrated polyp detection rate in colonoscopies performed by gastrointestinal fellows Open
Background: Clinically significant serrated polyp detection rate (CSSDR) and proximal serrated polyp detection rate (PSDR) have been suggested as the potential quality benchmarks for colonoscopy (CSSDR = 7% and PSDR = 11%) in comparison to…
View article: Statistical methods for personalized treatment selection and survival data analysis based on observational data with high-dimensional covariates.
Statistical methods for personalized treatment selection and survival data analysis based on observational data with high-dimensional covariates. Open
Due to the wide availability of functional data from multiple disciplines, the studies of functional data analysis have become popular in the recent literature. However, the related development in censored survival data has been relatively…