AI Medical Compendium Journal:
Journal of epidemiology and population health

Showing 1 to 3 of 3 articles

Validation of a generative artificial intelligence tool for the critical appraisal of articles on the epidemiology of mental health: Its application in the Middle East and North Africa.

Journal of epidemiology and population health Apr 3, 2025
Mental health disorders have a high disability-adjusted life years in the Middle East and North Africa. This rise has led to a surge in related publications, prompting researchers to use AI tools like ChatGPT to reduce time spent on routine tasks. Ou...
Humans Artificial Intelligence Mental Disorders Mental Health Generative Artificial Intelligence Middle East Africa, Northern
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Machine learning-based models for prediction of innovative medicine reimbursement decisions in Scotland.

Journal of epidemiology and population health Jan 17, 2025
OBJECTIVE: This study aimed to investigate the critical factors for reimbursement decisions of innovative medicines in Scotland and to explore the feasibility of machine learning models for predicting decisions.
Humans Machine Learning Decision Making Decision Trees Scotland Reimbursement Mechanisms
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Extracting social determinants of health from inpatient electronic medical records using natural language processing.

Journal of epidemiology and population health Nov 14, 2024
BACKGROUND: Social determinants of health (SDOH) have been shown to be important predictors of health outcomes. Here we developed methods to extract them from inpatient electronic medical record (EMR) data using techniques compatible with current EMR...
Humans Algorithms Electronic Health Records Female Educational Status Hospitalization Aged Adult Male Middle Aged Adolescent Inpatients Natural Language Processing Social Determinants of Health Alberta Communication Barriers
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