Training biomedical researchers in data-centric AI and machine learning
Practical Data-Centric AI/ML for Biomedical Researchers
['FUNDING_TRAINING'] · UNIVERSITY OF DELAWARE · NIH-11037154
This study is creating an easy-to-use online training program to help biomedical researchers learn how to use artificial intelligence and machine learning to analyze data, even if they don't have a lot of resources at their institutions.
Quick facts
| Phase | ['FUNDING_TRAINING'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF DELAWARE (nih funded) |
| Locations | 1 site (Newark, UNITED STATES) |
| Trial ID | NIH-11037154 on ClinicalTrials.gov |
What this research studies
This research focuses on developing a cloud-based learning module to equip biomedical researchers with essential skills in data-centric artificial intelligence (AI) and machine learning (ML). The program will provide hands-on training in data preparation, feature engineering, model building, and interpretation using real-world datasets and popular tools. By utilizing the Google Cloud Platform, the module aims to make advanced data analysis techniques accessible to researchers who may not have significant institutional resources. This initiative is designed to empower researchers to leverage the transformative potential of AI/ML in their work.
Who could benefit from this research
Good fit: Ideal candidates for this research are biomedical researchers seeking to improve their skills in data analysis and AI/ML applications.
Not a fit: Patients who are not involved in biomedical research or do not require data-centric AI/ML skills may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly enhance the capabilities of biomedical researchers, leading to more effective data-driven discoveries.
How similar studies have performed: Other educational initiatives in data science and AI have shown success in enhancing research capabilities, indicating a positive outlook for this approach.
Where this research is happening
Newark, UNITED STATES
- UNIVERSITY OF DELAWARE — Newark, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: POLSON, SHAWN W — UNIVERSITY OF DELAWARE
- Study coordinator: POLSON, SHAWN W
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.