A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders
In recent years, there has been a considerable focus on developing effective methods for
monitoring health care processes. Utilizing Statistical Process Monitoring (SPM) …
monitoring health care processes. Utilizing Statistical Process Monitoring (SPM) …
Risk adjusted EWMA control chart based on support vector machine with application to cardiac surgery data
M Noor-ul-Amin, I Khan, ARR Alzahrani… - Scientific Reports, 2024 - nature.com
In the current study, we demonstrate the use of a quality framework to review the process for
improving the quality and safety of the patient in the health care department. The …
improving the quality and safety of the patient in the health care department. The …
Classifier chain-based monitoring method for multivariate surgical outcomes
Risk-adjusted control charts were considered to be the most effective method for monitoring
surgical outcomes in previous studies. However, existing methods focus only on monitoring …
surgical outcomes in previous studies. However, existing methods focus only on monitoring …
Poisson hurdle model for monitoring the inflation of zeros
Several control charts have been developed in the literature to monitor zero inflation using
classic and simple linear regression models with covariates. Simple linear regression …
classic and simple linear regression models with covariates. Simple linear regression …
EWMA scheme based on likelihood ratio test for monitoring Maxwell distribution with type-II right censored data
R Jiang, Z Yu, X Hu, J Zhang - Journal of Statistical Computation …, 2024 - Taylor & Francis
The Maxwell distribution has recently been widely used for life modelling. This paper
proposes a new control chart, called the EWMA-LR control chart, for monitoring the Maxwell …
proposes a new control chart, called the EWMA-LR control chart, for monitoring the Maxwell …
A one-chart scheme for joint monitoring of the two parameters of zero-inflated Poisson processes
The high-quality processes usually have more count of zeros than are expected under
chance variation and are commonly modeled by zero-inflated Poisson (ZIP) distribution. A …
chance variation and are commonly modeled by zero-inflated Poisson (ZIP) distribution. A …
A Control Chart Method for Simultaneously Monitoring the Average Level and Stability of Surgical Quality
R Liu, X Lai, J Wang, PBS Lai… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Good and stable surgical quality is of great significance to ensure the life safety of patients
and spare patients unnecessary health burdens. The variable life-adjusted display (VLAD) is …
and spare patients unnecessary health burdens. The variable life-adjusted display (VLAD) is …
A new control chart based on proportional hazards and frailty regression models for monitoring high‐quality processes with censored observations
Improving quality and reducing defects in various processes have led to the design of
numerous control charts for monitoring count data. These charts are characterized by a large …
numerous control charts for monitoring count data. These charts are characterized by a large …
Monitoring Zero-inflated Poisson Processes based on Model-based Cumulative Sum (CUSUM)
In this article, three monitoring approaches using cumulative sum (CUSUM) control charts in
phase two for zero inflated poisson-based processes are presented. The first approach is …
phase two for zero inflated poisson-based processes are presented. The first approach is …
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