摘要作为保障工业过程可靠性和经济性的重要技术, 可靠性评估与寿命预测在过去几十年得到了
越来越广泛的关注和长足的发展. 在实际应用中, 由于难以获取复杂, 高可靠性设备失效机理的 …

Unlike standard prediction tasks, survival analysis requires modeling right censored data,
which must be treated with care. While deep neural networks excel in traditional supervised …

In this paper, we propose a method to predict the remaining useful life (RUL) of systems
subject to hard failures, which are probabilistically linked to system degradation signals …

Profile monitoring has received increasingly attention in a wide range of applications in
statistical process control (SPC). In this work, we propose a framework for monitoring …

In this paper, we investigate a joint modeling method for hard failures where both
degradation signals and time‐to‐event data are available. The mixed‐effects model is used …

In observational studies, the time origin of interest for time-to-event analysis is often
unknown, such as the time of disease onset. Existing approaches to estimating the time …

In many clinical trials and epidemiology research, subjects are followed-up repeatedly, and
repeated measurements on longitudinal covariates as well as an observation on a possibly …

The investigation of the relationship between a time-to-event outcome and time-dependent
risk factors is often of great interest in longitudinal studies. However, the time-dependent risk …

摘要(中) 醫學研究中, 受試者特徵曲線(Receiver Operating Characteristic curve, 簡稱ROC
曲線) 常被用於評估生物指標對疾病預測能力. 目前文獻研究在於建構時間相依ROC 曲線 …

Background Modified Mini-Mental State Examination (3MS) is an instrument administered by
trained personnel to examine levels of participants' cognitive function. However, the …