Improving how pathologists use computer tools for diagnosing diseases.
Optimizing the Human-Computer Interaction in Pathology: Understanding the Impact of Computer-Aided Diagnosis Tools on Pathologists' Interpretive Performance
This study is looking at how helpful computer tools can be for doctors who diagnose cancer, by seeing how different types of prompts from these tools affect their accuracy and decision-making, with the hope of improving patient care.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of California Los Angeles NIH-funded |
| Lab location | 1 site (Los Angeles, United States) |
| Project ID | NIH-11048956 on NIH RePORTER |
What this research studies
This research investigates how computer-aided diagnosis (CAD) tools can assist pathologists in making accurate diagnoses, particularly in cancer detection. By studying the effects of different types and timings of CAD cues on a large group of pathologists, the research aims to understand how these tools influence diagnostic performance. The study will involve randomizing 250 pathologists to assess how various CAD cues affect their interpretive behavior and accuracy during diagnosis. The goal is to develop best practices for integrating CAD tools into clinical settings to enhance patient care.
Who could benefit from this research
Good fit: Ideal candidates for benefiting from this research include patients undergoing diagnostic evaluations for cancer or other serious conditions.
Not a fit: Patients who are not undergoing diagnostic evaluations or those with conditions that do not require pathology assessments may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved diagnostic accuracy for patients, particularly in cancer detection.
How similar studies have performed: Previous research in radiology has shown that CAD tools can significantly impact diagnostic accuracy, indicating that this approach may yield valuable insights in pathology as well.
Where this research is happening
Los Angeles, United States
- University of California Los Angeles — Los Angeles, United States (Active)
Researchers
- Principal investigator: Elmore, Joann G — University of California Los Angeles
- Study coordinator: Elmore, Joann G
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.