Improving accuracy in diagnosing skin lesions using teledermatology
Isolating and mitigating sequentially dependent perceptual errors in clinical visual search
['FUNDING_R01'] · UNIVERSITY OF CALIFORNIA BERKELEY · NIH-11130341
This study looks at how dermatologists' past experiences with skin images might affect their diagnoses when they’re looking at pictures of skin lesions online, and it aims to help them make more accurate decisions so that patients can get better care for skin issues.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF CALIFORNIA BERKELEY (nih funded) |
| Locations | 1 site (BERKELEY, UNITED STATES) |
| Trial ID | NIH-11130341 on ClinicalTrials.gov |
What this research studies
This research investigates how past visual experiences can influence dermatologists' decisions when diagnosing skin lesions through remote teledermatology. By examining hundreds of images in succession, dermatologists may unintentionally let previous images affect their judgment, potentially leading to misdiagnoses. The study aims to identify and mitigate these biases to enhance diagnostic accuracy in skin cancer screening. Patients may benefit from improved detection and classification of skin lesions, leading to better treatment outcomes.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals undergoing skin examinations or those with suspicious skin lesions requiring evaluation.
Not a fit: Patients with non-dermatological conditions or those not seeking skin evaluations may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses of skin lesions, improving patient outcomes in skin cancer detection.
How similar studies have performed: Previous research has shown that addressing perceptual biases can significantly improve diagnostic accuracy in various medical fields, suggesting a promising avenue for this approach.
Where this research is happening
BERKELEY, UNITED STATES
- UNIVERSITY OF CALIFORNIA BERKELEY — BERKELEY, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: WHITNEY, DAVID V — UNIVERSITY OF CALIFORNIA BERKELEY
- Study coordinator: WHITNEY, DAVID V
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.
Conditions: Cancer Patient, Cancers