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Data Evaluation and Enhancement for Quality Improvement of Machine Learning

International Conference on Software Quality, Reliability and Security, 2020
The poor quality of a dataset may produce low quality machine learning system. Therefore, transfer learning as a demonstrated effective approach for data quality improvement has been widely used for improving the quality of machine learning. However, the
Haihua Chen, Jiangping Chen, Junhua Ding
semanticscholar   +1 more source

Improving the Quality of Quality Improvement Projects

The Joint Commission Journal on Quality and Patient Safety, 2010
As the stakes grow for evaluating the quality of health care delivery, so too should greater attention be paid to the integrity of the design, conduct, and inferences made from QI projects. QI projects that seek to make inferences, especially public inferences, about the impact of an intervention to improve quality of care should be rigorously designed
Dale M. Needham   +4 more
openaire   +3 more sources

Quality improvement

Nursing Management, 2014
Ready to Lead at tinyurl.com/pd9mmuy is a collection of a short series of articles by senior improvement manager at Healthcare Improvement Scotland Steven Wilson. The collection is aimed at drawing out some of the key behaviours, skills and attributes necessary for successful quality improvement leadership.
openaire   +2 more sources

Quality improvement

British Journal of Hospital Medicine, 2012
Quality improvement in health care is a structured analysis of a health-care system with a view to improving its performance. This review describes the history of quality improvement and its growing application in health care. It gives further information for doctors wanting to participate.
openaire   +2 more sources

Quality improvement and delirium

European Geriatric Medicine, 2019
Quality improvement (QI) is a useful methodology that can be used to make timely improvements in clinical practice. This review gives a broad picture of what QI is and the methodology this entails. An overview of how QI has been applied in the field of delirium to date is provided as well as a discussion of how this area may be developed in the future ...
Emma R. L. C. Vardy, Rebecca E. Thompson
openaire   +4 more sources

Quality improvement

Nursing management
NURSING IS A DEMANDING profession often associated with high levels of stress due to heavy work-loads, long hours, and emotional strain. Stress among nurses may lead to burnout, reduce job satisfaction, and compromise patient care.
Rachel A. Woods, Karen Baur, M. Wendler
semanticscholar   +1 more source

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