AI Medical Compendium Topic:
Clinical Competence

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Evaluation of clinical impact of pharmacogenomics knowledge involved in CPIC guidelines on Chinese pediatric patients.

Pharmacogenomics
To evaluate the clinical benefits of implementing pharmacogenomics testing for Chinese pediatric patients.   Based on the drug-gene interactions involved in the Clinical Pharmacogenetics Implementation Consortium guidelines, whole-genome sequencing ...

Artificial Intelligence Distinguishes Surgical Training Levels in a Virtual Reality Spinal Task.

The Journal of bone and joint surgery. American volume
BACKGROUND: With the emergence of competency-based training, the current evaluation scheme of surgical skills is evolving to include newer methods of assessment and training. Artificial intelligence through machine learning algorithms can utilize ext...

[Visual diagnosis : between medical education and advances in artificial intelligence].

Revue medicale suisse
The electrocardiogram, chest x-ray, and skin lesion interpretation are a diagnostic process that applies image analysis. Knowledge and sufficient clinical experience are necessary to achieve expertise in these fields. However, recent advances in medi...

In Reply to Spadafore and Monrad.

Academic medicine : journal of the Association of American Medical Colleges

How will clinical practice be impacted by artificial intelligence?

European journal of dermatology : EJD
Currently, artificial intelligence (AI) heavily impacts all human activities, including medicine, where needs for data analysis and interpretation are high and where technology opens new perspectives. Considering that current treatments do not always...

Using Machine Learning to Assess Physician Competence: A Systematic Review.

Academic medicine : journal of the Association of American Medical Colleges
PURPOSE: To identify the different machine learning (ML) techniques that have been applied to automate physician competence assessment and evaluate how these techniques can be used to assess different competence domains in several medical specialties...