4 papers
Chauhan Weighted Trajectory Analysis of combined efficacy and safety outcomes for risk-benefit analysis
Utkarsh Chauhan, Daylen Mackey, John R Mackey
Analyzing and effectively communicating the efficacy and toxicity of treatment is the basis of risk benefit analysis (RBA). More efficient and objective tools are needed. We apply…
Chauhan Weighted Trajectory Analysis reduces sample size requirements and expedites time-to-efficacy signals in advanced cancer clinical trials
Utkarsh Chauhan, Daylen Mackey, John R. Mackey
As Kaplan-Meier (KM) analysis is limited to single unidirectional endpoints, most advanced cancer randomized clinical trials (RCTs) are powered for either progression free survival…
Weighted trajectory analysis and application to clinical outcome assessment
Utkarsh Chauhan, Kaiqiong Zhao, John Walker +1
The Kaplan-Meier estimator (KM) is widely used in medical research to estimate the survival function from lifetime data. KM is a powerful tool to evaluate clinical trials due to si…
WavFT: Acoustic model finetuning with labelled and unlabelled data
Utkarsh Chauhan, Vikas Joshi, Rupesh R. Mehta
Unsupervised and self-supervised learning methods have leveraged unlabelled data to improve the pretrained models. However, these methods need significantly large amount of unlabel…