Risk-adjusted control charts: theory, methods, and applications in health
Control charts, the most popular tool of statistical process control, appeared in the literature
to ensure that an industrial process is operating only with natural variability, ie, under …
to ensure that an industrial process is operating only with natural variability, ie, under …
Employing evolutionary artificial neural network in risk-adjusted monitoring of surgical performance
Various applications of control charts in the field of health-care monitoring and surveillance
can be found in the literature. As one of the major categories, monitoring binary outcomes of …
can be found in the literature. As one of the major categories, monitoring binary outcomes of …
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) …
Nonparametric control schemes for profiles with attribute data
Y Shang, Z Wang, Y Zhang - Computers & Industrial Engineering, 2018 - Elsevier
Attribute data are very common in the real production and service processes. Therefore,
many kinds of control charts for attribute data have been studied in the literature. On the …
many kinds of control charts for attribute data have been studied in the literature. On the …
SCR-CUSUM: An illness-death semi-Markov model-based risk-adjusted CUSUM for semi-competing risk data monitoring
Assessing the medical quality of hospitals based on control charts has received lots of
attention. However, existing control charts produce delay and false alarms when applying to …
attention. However, existing control charts produce delay and false alarms when applying to …
Designing a log-logistic-based EWMA control chart using MOPSO and VIKOR approaches for monitoring cardiac surgery performance
AN Pour, A Azizi, A Rahimzadeh… - … in Management and …, 2024 - dmame-journal.org
This study aims to develop a risk-adjusted Exponentially Weighted Moving Average (EWMA)
control chart for computer-based performance monitoring in cardiac surgery. Patients have …
control chart for computer-based performance monitoring in cardiac surgery. Patients have …
A novel simulation-based adaptive MEWMA approach for monitoring linear and logistic profiles
As a common approach in the development of control charts in Statistical Process Control
(SPC), an industrial process is monitored with one or more quality characteristics using their …
(SPC), an industrial process is monitored with one or more quality characteristics using their …
A new phase Ⅱ risk-adjusted CUSUM chart for monitoring surgical performance
L Li, Y Liu, Y Shang, Z Liu - Computers & Industrial Engineering, 2023 - Elsevier
In recent years, the use of risk-adjusted control charts for monitoring surgical performance
has gained significant attention among researchers. However, many existing monitoring …
has gained significant attention among researchers. However, many existing monitoring …
Risk adjustment-based statistical control charts with a functional covariate
Q Hu, L Liu - Quality Technology & Quantitative Management, 2025 - Taylor & Francis
In real applications, there are situations in which quality characteristics are significantly
affected by function-valued covariates such as electrocardiogram (ECG) signals; however …
affected by function-valued covariates such as electrocardiogram (ECG) signals; however …
A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test
In programs monitoring surgical quality, risk-adjusted control charts have been used widely
to detect changes in surgical performance. Ignoring the survival time may lead to information …
to detect changes in surgical performance. Ignoring the survival time may lead to information …