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stat.ME2024
Estimating optimal tailored active surveillance strategy under interval censoring
Muxuan Liang, Yingqi Zhao, Daniel W. Lin +2
Active surveillance (AS) using repeated biopsies to monitor disease progression has been a popular alternative to immediate surgical intervention in cancer care. However, a biopsy…
stat.ME2024
Inference with non-differentiable surrogate loss in a general high-dimensional classification framework
Muxuan Liang, Yang Ning, Maureen A Smith +1
Penalized empirical risk minimization with a surrogate loss function is often used to learn a high-dimensional linear decision rule in classification problems. Although much of the…