AIMC Topic: Quality Improvement

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Modeling Precision Feedback Knowledge for Healthcare Professional Learning and Quality Improvement.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Healthcare providers learn continuously, but better support for provider learning is needed as new biomedical knowledge is produced at an increasing rate alongside widespread use of EHR data for clinical performance measurement. Precision feedback is...
Humans Learning Health System Knowledge Bases Quality Improvement Formative Feedback Health Personnel Learning Feedback
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What Complexity Science Predicts About the Potential of Artificial Intelligence/Machine Learning to Improve Primary Care.

Journal of the American Board of Family Medicine : JABFM Jan 1, 2024
Primary care physicians are likely both excited and apprehensive at the prospects for artificial intelligence (AI) and machine learning (ML). Complexity science may provide insight into which AI/ML applications will most likely affect primary care in...
Primary Health Care Humans Physician-Patient Relations Quality Improvement Artificial Intelligence Machine Learning Electronic Health Records
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Image Quality Improvement of Low-dose Abdominal CT using Deep Learning Image Reconstruction Compared with the Second Generation Iterative Reconstruction.

Current medical imaging Jan 1, 2024
BACKGROUND: Whether deep learning-based CT reconstruction could improve lesion conspicuity on abdominal CT when the radiation dose is reduced is controversial.
Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted Radiation Dosage Deep Learning Humans Quality Improvement Image Processing, Computer-Assisted Retrospective Studies
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Comparison of Robotic and Laparoscopic Colectomies Using the 2019 ACS NSQIP Database.

Southern medical journal Dec 1, 2022
OBJECTIVES: Robot-assisted laparoscopic surgeries (RLSs) have become increasingly common in the past decade alongside conventional laparoscopic surgeries (CLSs). In general, RLSs have been reported to be superior to CLSs; therefore, we compared both ...
Robotics Laparoscopy Robotic Surgical Procedures Colonic Neoplasms Humans Retrospective Studies Diverticulitis Surgical Wound Infection Quality Improvement Colectomy
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Clinical Informatics and Quality Improvement in the Pediatric Intensive Care Unit.

Pediatric clinics of North America Jun 1, 2022
Clinical informatics can support quality improvement and patient safety in the pediatric intensive care unit (PICU) in several ways including data extraction, analysis, and decision support enabled by electronic health records (EHRs), and databases a...
Child Intensive Care Units, Pediatric Decision Support Systems, Clinical Humans Artificial Intelligence Electronic Health Records Quality Improvement
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Understanding challenges of using routinely collected health data to address clinical care gaps: a case study in Alberta, Canada.

BMJ open quality Jan 1, 2022
High-quality data are fundamental to healthcare research, future applications of artificial intelligence and advancing healthcare delivery and outcomes through a learning health system. Although routinely collected administrative health and electroni...
Alberta Routinely Collected Health Data Artificial Intelligence Electronic Health Records Humans Quality Improvement
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Clinical decision support for severe trauma patients: Machine learning based definition of a bundle of care for hemorrhagic shock and traumatic brain injury.

The journal of trauma and acute care surgery Jan 1, 2022
BACKGROUND: Deviation from guidelines is frequent in emergency situations, and this may lead to increased mortality. Probably because of time constraints, 55% is the greatest reported guidelines compliance rate in severe trauma patients. This study a...
Patient Care Bundles Critical Care Quality Improvement Humans Brain Injuries, Traumatic Shock, Hemorrhagic Adult Emergency Medical Services Trauma Severity Indices Male Registries Practice Guidelines as Topic Hospital Mortality Machine Learning France Decision Support Systems, Clinical Female Guideline Adherence
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Are rib fractures stable? An analysis of progressive rib fracture offset in the acute trauma setting.

The journal of trauma and acute care surgery Dec 1, 2021
BACKGROUND: Rib fractures serve as both a marker of injury severity and a guide for clinical decision making for trauma patients. Although recent studies have suggested that rib fractures are dynamic, the degree of progressive offset remains unknown....
Middle Aged Disease Progression Patient Care Quality Improvement Injury Severity Score Lung Diseases Outcome Assessment, Health Care Clinical Decision-Making Female Male Thoracic Injuries Retrospective Studies Humans Tomography, X-Ray Computed Neural Networks, Computer Trauma Centers Rib Fractures Flail Chest
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[Not Available].

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne Nov 8, 2021
Program Evaluation Program Development Humans Reproducibility of Results Outcome and Process Assessment, Health Care Implementation Science Randomized Controlled Trials as Topic Machine Learning Quality Improvement Algorithms
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[Not Available].

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne Nov 8, 2021
Outcome Assessment, Health Care Clinical Decision-Making Implementation Science Data Accuracy Machine Learning Humans Program Evaluation Decision Support Systems, Clinical Quality Improvement Algorithms Stakeholder Participation Workflow Program Development
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