AIMC Topic: Program Evaluation
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From Utopia Through Dystopia: Charting a Course for Learning Analytics in Competency-Based Medical Education.
Academic medicine : journal of the Association of American Medical Colleges
Jul 1, 2021
The transition to the assessment of entrustable professional activities as part of competency-based medical education (CBME) has substantially increased the number of assessments completed on each trainee. Many CBME programs are having difficulty syn...
Postimplementation Evaluation of a Machine Learning-Based Deterioration Risk Alert to Enhance Sepsis Outcome Improvements.
Nursing administration quarterly
Jan 1, 2020
Machine learning-based early warning systems (EWSs) can detect clinical deterioration more accurately than point-score tools. In patients with sepsis, however, the timing and scope of sepsis interventions relative to an advanced EWS alert are not wel...
The Role of the ACR Data Science Institute in Advancing Health Equity in Radiology.
Journal of the American College of Radiology : JACR
Apr 1, 2019
Commercially available artificial intelligence (AI) algorithms outside of health care have been shown to be susceptible to ethnic, gender, and social bias, which has important implications in the development of AI algorithms in health care and the ra...
Predicting Emergency Visits and Hospital Admissions During Radiation and Chemoradiation: An Internally Validated Pretreatment Machine Learning Algorithm.
JCO clinical cancer informatics
Dec 1, 2018
PURPOSE: Patients undergoing radiotherapy (RT) or chemoradiotherapy (CRT) may require emergency department evaluation or hospitalization. Early identification may direct preventative supportive care, improving outcomes and reducing health care costs....
Robot-Assisted Thoracic Surgery (RATS): Perioperative Nursing Professional Development Program.
AORN journal
Sep 1, 2015
Robot-assisted surgery continues to grow in popularity worldwide. Competency and training of personnel for robot-assisted thoracic surgery (RATS) is less established compared with other robot-assisted specialties. Major differences between minimally ...
Preschool television programmes: analysis using SmartSound IQ data logging.
Cochlear implants international
Jan 1, 2015
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