Related Experiment Video
Updated: Feb 13, 2026

Y-27632 Enriches the Yield of Human Melanocytes from Adult Skin Tissues
Published on: July 8, 2020
Pathologist characteristics associated with accuracy and reproducibility of melanocytic skin lesion interpretation
David E Elder1, Michael W Piepkorn2, Raymond L Barnhill3
1Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
Background:
Diagnostic interpretations of melanocytic skin lesions vary widely among pathologists, yet the underlying reasons remain unclear.
Objective:
Identify pathologist characteristics associated with rates of accuracy and reproducibility.
Methods:
Pathologists independently interpreted the same set of biopsy specimens from melanocytic lesions on 2 occasions. Diagnoses were categorized into 1 of 5 classes according to the Melanocytic Pathology Assessment Tool and Hierarchy for Diagnosis system. Reproducibility was determined by pathologists' concordance of diagnoses across 2 occasions. Accuracy was defined by concordance with a consensus reference standard. Associations of pathologist characteristics with reproducibility and accuracy were assessed individually and in multivariable logistic regression models.
Results:
Rates of diagnostic reproducibility and accuracy were highest among pathologists with board certification and/or fellowship training in dermatopathology and in those with 5 or more years of experience. In addition, accuracy was high among pathologists with a higher proportion of melanocytic lesions in their caseload composition and higher volume of melanocytic lesions.
Limitations:
Data gathered in a test set situation by using a classification tool not currently in clinical use.
Conclusion:
Diagnoses are more accurate among pathologists with specialty training and those with more experience interpreting melanocytic lesions. These findings support the practice of referring difficult cases to more experienced pathologists to improve diagnostic accuracy, although the impact of these referrals on patient outcomes requires additional research.
Related Concept Videos
Uncertainty in Measurement: Accuracy and Precision
Characteristics of Life
Improving Translational Accuracy
Improving Translational Accuracy
Accuracy and Precision
Interpreting R Charts
An R chart plots the range of subsets of measurements collected from a process. Each point on the chart represents the range—defined as the difference between the maximum and minimum...

