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MindTrial: An Intelligent System for Clinical Trials
Yugyung Lee1, Deendayal Dinakarpandian, Nikhilesh Katakam
1University of Missouri - Kansas City, MO.
Abstract:
The recruitment of human subjects for clinical trials research is a critically important step in the discovery of new cures for diseases. However, the current recruitment methodologies are inherently inefficient. Considerable resources are expended in efforts to recruit adequate numbers of patient volunteers who meet the inclusion/exclusion criteria for clinical trials. Recruitment is particularly challenging for trials involving vulnerable, psychiatrically disordered groups. We have developed a prototype system, called MindTrial, that is based on an online model to enhance the efficiency and quality of recruitment of patients with psychiatric disorders for clinical research. The intelligent component of the MindTrial system can facilitate highly specific matches between clinical trial criteria and volunteers for self-enrollment of sufficient numbers of patient volunteers. We believe this system is particularly valuable in optimizing recruitment for clinical trial studies for development of new drugs.
Insights
Recruiting patients for clinical trials is difficult, especially for psychiatric disorders. MindTrial is a new online system designed to improve patient recruitment efficiency and quality for these trials.
Area of Science:
- Clinical Research
- Psychiatric Disorders
- Medical Informatics
Background:
- Clinical trial subject recruitment is crucial for developing new disease cures.
- Current recruitment methods are inefficient, consuming significant resources.
- Recruiting for trials involving psychiatric populations presents unique challenges.
Purpose of the Study:
- To develop an enhanced online system for clinical trial recruitment.
- To improve the efficiency and quality of patient recruitment for psychiatric disorder research.
- To facilitate specific matching between trial criteria and potential volunteers.
Main Methods:
- Development of a prototype online system named MindTrial.
- Implementation of an intelligent component for specific matching.
- Focus on self-enrollment of patient volunteers.
Main Results:
- The MindTrial system demonstrates potential for enhancing recruitment efficiency.
- The intelligent matching component facilitates specific participant identification.
- The system aims to increase the number of suitable patient volunteers.
Conclusions:
- MindTrial offers a valuable solution for optimizing clinical trial recruitment, particularly for psychiatric studies.
- The online, intelligent system can improve the selection of patient volunteers for drug development trials.
- This approach addresses key inefficiencies in current clinical trial recruitment strategies.
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