AIMC Topic: Models, Educational

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Machine Learning-Based Prediction of Clinical Outcomes for Children During Emergency Department Triage.

JAMA network open Jan 4, 2019
IMPORTANCE: While machine learning approaches may enhance prediction ability, little is known about their utility in emergency department (ED) triage.
Hospitalization Male Adolescent Machine Learning Prognosis Female Predictive Value of Tests Triage Emergency Service, Hospital Child, Preschool Child United States Humans Models, Educational Child, Hospitalized Critical Care Quality Improvement Critical Care Outcomes
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Development and Validation of an Electronic Health Record-Based Machine Learning Model to Estimate Delirium Risk in Newly Hospitalized Patients Without Known Cognitive Impairment.

JAMA network open Aug 3, 2018
IMPORTANCE: Current methods for identifying hospitalized patients at increased risk of delirium require nurse-administered questionnaires with moderate accuracy.
Cohort Studies Risk Assessment Delirium Adolescent Retrospective Studies Hospitalization Models, Educational Humans Cognitive Dysfunction Electronic Health Records Adult Aged Female Young Adult Male Machine Learning Middle Aged Forecasting
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A Discrete Multiobjective Particle Swarm Optimizer for Automated Assembly of Parallel Cognitive Diagnosis Tests.

IEEE transactions on cybernetics Jun 13, 2018
Parallel test assembly has long been an important yet challenging topic in educational assessment. Cognitive diagnosis models (CDMs) are a new class of assessment models and have drawn increasing attention for being able to measure examinees' ability...
Algorithms Psychometrics Educational Measurement Cognition Models, Educational Artificial Intelligence
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Deep learning in pharmacogenomics: from gene regulation to patient stratification.

Pharmacogenomics Apr 26, 2018
This Perspective provides examples of current and future applications of deep learning in pharmacogenomics, including: identification of novel regulatory variants located in noncoding domains of the genome and their function as applied to pharmacoepi...
Databases as Topic Models, Educational Algorithms Deep Learning Pharmacogenetics Humans Neural Networks, Computer
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A hybrid manifold learning algorithm for the diagnosis and prognostication of Alzheimer's disease.

AMIA ... Annual Symposium proceedings. AMIA Symposium Nov 5, 2015
The diagnosis of Alzheimer's disease (AD) requires a variety of medical tests, which leads to huge amounts of multivariate heterogeneous data. Such data are difficult to compare, visualize, and analyze due to the heterogeneous nature of medical tests...
Neuroimaging Models, Educational Principal Component Analysis Models, Biological Alzheimer Disease Humans Algorithms Computer Simulation Prognosis Diagnosis, Computer-Assisted Support Vector Machine
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Application of AI-assisted multi-advisor system combined with BOPPPS teaching model in clinical pharmacy education.

BMC medical education May 27, 2025
BACKGROUND: The development of clinical pharmacy in China has been relatively slow, and standardized, effective training for clinical pharmacists remains a major challenge. At present, traditional teaching methods are not conducive to cultivating cli...
Artificial Intelligence Teaching Female Students, Pharmacy Male China Education, Pharmacy Humans Surveys and Questionnaires Models, Educational
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Robotics in Teaching-Learning: But in Nursing?

Nursing science quarterly Jul 1, 2021
In this teaching-learning column, the use of robotic technology is explored as a possible adjunctive assistant to faculty. Given the advances in technology and the imposed restrictions of the recent COVID-19 pandemic, a discussion of using robotic te...
Education, Nursing Faculty, Nursing Pandemics COVID-19 SARS-CoV-2 Students, Nursing Robotics Models, Educational Humans
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Model of a training program in robotic surgery and its initial results.

Revista do Colegio Brasileiro de Cirurgioes Jan 1, 2017
OBJECTIVE:: to describe the implementation of a training program in robotic surgery and to point the General Surgery procedures that can be performed with advantages using the robotic platform.
Retrospective Studies Robotics Robotic Surgical Procedures Models, Educational
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The model for Fundamentals of Endovascular Surgery (FEVS) successfully defines the competent endovascular surgeon.

Journal of vascular surgery Dec 1, 2015
OBJECTIVE: Fundamental skills testing is now required for certification in general surgery. No model for assessing fundamental endovascular skills exists. Our objective was to develop a model that tests the fundamental endovascular skills and differe...
Female Adult Male Clinical Competence Image Processing, Computer-Assisted Education, Medical, Continuing Humans Endovascular Procedures Robotics Models, Educational General Surgery Certification Task Performance and Analysis
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