AIMC Topic: Quality Improvement
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Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience.
Journal of the American College of Radiology : JACR
Sep 1, 2019
A Survey of Deep-Learning Applications in Ultrasound: Artificial Intelligence-Powered Ultrasound for Improving Clinical Workflow.
Journal of the American College of Radiology : JACR
Sep 1, 2019
Ultrasound is the most commonly used imaging modality in clinical practice because it is a nonionizing, low-cost, and portable point-of-care imaging tool that provides real-time images. Artificial intelligence (AI)-powered ultrasound is becoming more...
Radiology-Pathology Correlation to Facilitate Peer Learning: An Overview Including Recent Artificial Intelligence Methods.
Journal of the American College of Radiology : JACR
Sep 1, 2019
Correlation of pathology reports with radiology examinations has long been of interest to radiologists and helps to facilitate peer learning. Such correlation also helps meet regulatory requirements, ensures quality, and supports multidisciplinary co...
Using Artificial Intelligence to Improve the Quality and Safety of Radiation Therapy.
Journal of the American College of Radiology : JACR
Sep 1, 2019
Within artificial intelligence, machine learning (ML) efforts in radiation oncology have augmented the transition from generalized to personalized treatment delivery. Although their impact on quality and safety of radiation therapy has been limited, ...
The Application of Machine Learning to Quality Improvement Through the Lens of the Radiology Value Network.
Journal of the American College of Radiology : JACR
Sep 1, 2019
Recent advances in machine learning and artificial intelligence offer promising applications to radiology quality improvement initiatives as they relate to the radiology value network. Coordination within the interlocking web of systems, events, and ...
Artificial Intelligence Based Hierarchical Clustering of Patient Types and Intervention Categories in Adult Spinal Deformity Surgery: Towards a New Classification Scheme that Predicts Quality and Value.
Spine
Jul 1, 2019
STUDY DESIGN: Retrospective review of prospectively-collected, multicenter adult spinal deformity (ASD) databases.
A centralized automated-dispensing system in a French teaching hospital: return on investment and quality improvement.
International journal for quality in health care : journal of the International Society for Quality in Health Care
Apr 1, 2019
OBJECTIVES: To evaluate the return on investment (ROI) and quality improvement after implementation of a centralized automated-dispensing system after 8 years of use.
[Robotics and improvement of the quality of geriatric care].
Soins. Gerontologie
Jan 1, 2016
New technologies offer innovations to improve the care of the elderly with Alzheimer's or and other forms of dementia. Robots, endowed with features such as monitoring of physiological parameters, cognitive training or occupational therapy, have appe...
How Quality Improvement Practice Evidence Can Advance the Knowledge Base.
Journal for healthcare quality : official publication of the National Association for Healthcare Quality
Jan 1, 2016
Recommendations for the evaluation of quality improvement interventions have been made in order to improve the evidence base of whether, to what extent, and why quality improvement interventions affect chosen outcomes. The purpose of this article is ...
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