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Official title An AI Educational Agent for Medical Machine Learning Courses
ClinicalTrials.gov ID: NCT07449182
What this study is testing
- What it's testing
- 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?
- Which group you join is decided by chance.
A plain-language read of the study's public ClinicalTrials.gov listing. The study team confirms the details.
Who can take part
Adults. Healthy volunteers may be eligible.
You may be able to join if
- Medical graduate students from universities in the Guangdong-Hong Kong-Macao Greater Bay Area;
- Graduate students who have taken the "Machine Learning and Data Mining" course;
- Have completed the required prerequisite courses: "Medical Statistics" and "Nursing Research";
- Capable of operating the AI Educational Agent system normally and willing to undergo relevant teaching interventions and assessments during the study...
You likely can't join if
- Unwilling to use the AI education agent system, or refusing to allow the research team to collect their relevant data;
- Students who cannot commit to the full duration of the course or have known scheduling conflicts that would prevent regular attendance;
- Students who have previously enrolled in or audited this course in prior academic years to avoid learning effect bias
The study team makes the final eligibility decision.
Where it's taking place
- Guangzhou, Guangdong, China
Questions & answers
Do participants get paid in this trial?
This listing doesn't specify compensation. Many trials still reimburse travel or offer a stipend, so it's worth asking the study team when you connect.
Is it free to join, and do I need insurance?
Searching and applying through BridgeMD is free. In clinical trials the study-related treatment and visits are generally provided at no cost to you. You usually don't need insurance to take part - confirm specifics with the study team.
How long does this study last?
The listing doesn't state an exact length. The study team walks you through the schedule and number of visits before you decide to enroll.
Who can join this trial?
This study is enrolling all sexes, not specified. Healthy volunteers may be eligible. The study team makes the final eligibility decision.
Where is this trial taking place?
Study sites include Guangzhou, Guangdong, China. Enter your location above to see the nearest site and check your eligibility.
Explore other conditions
BridgeMD is an information and trial-matching tool - not medical advice, and not the study sponsor. Details come from ClinicalTrials.gov; the study team decides eligibility.