🌐 EnglishEN

AI Cure is a research tool showing open data. Not medical advice. Discuss with your doctor. Terms

← Trials
🧪

An AI Educational Agent for Medical Machine Learning Courses

RecruitingNAAges any - anyAllSun Yat-sen University
NCT07449182 on ClinicalTrials.gov ↗
💬

In plain words

What the trial is, and whether it could suit you

The goal of this interventional study is to evaluate the effectiveness of a Large Language Model (LLM)-based educational AI Agent in graduate students (Masters and PhD) specializing in medicine or nursing who are enrolled in the "Machine Learning and Data Mining" course. The main questions it aims to answer are: Does the use of an educational AI Agent improve students' academic performance and practical skills in machine learning compared to traditional methods? Does the AI intervention enhance students' learning confidence, satisfaction, and cognitive engagement? Researchers will compare students currently using the AI Agent (experimental group) to a historical control group (students from the previous cohort who did not use the AI tool) to see if the AI-assisted learning model leads to significantly higher learning achievements and better educational experiences. Participants will:

Sign in to get the eligibility rules as simple questions to take to your doctor.

Sign in
📋 Eligibility rules (as published)
Inclusion Criteria: 1. Medical graduate students from universities in the Guangdong-Hong Kong-Macao Greater Bay Area; 2. Graduate students who have taken the "Machine Learning and Data Mining" course; 3. Have completed the required prerequisite courses: "Medical Statistics" and "Nursing Research"; 4. Capable of operating the AI Educational Agent system normally and willing to undergo relevant teaching interventions and assessments during the study period. Exclusion Criteria: 1. Unwilling to use the AI education agent system, or refusing to allow the research team to collect their relevant data; 2. Students who cannot commit to the full duration of the course or have known scheduling conflicts that would prevent regular attendance; 3. Students who have previously enrolled in or audited this course in prior academic years to avoid learning effect bias
💊

What it tests

  • KGRAG-based AI Educational Agent System
📍

Where

1 site
North Campus of Sun Yat-sen University
Guangzhou, China
🤝 Taking part is your choice, and you can leave at any time. Only the trial team can confirm you are eligible — always decide together with your own doctor.
🛡️

AI Cure shows public evidence (Open Targets, ClinicalTrials.gov, PubMed, openFDA, DepMap, AlphaFold) with its source, and AI summaries that cite it — not medical advice and not a cure. Treatment decisions belong with your doctor. Research ideas are shared only with approved researchers and labs, who can test them. In an emergency call your local emergency number (112 in India and Europe, 911 in the US). AI Cure Terms of Use · Privacy