Cognitive Robustness in Dermatopathology—Diagnostic Thinking Beyond Rules and Routines

Abstract excerpt

Dermatopathological diagnosis relies on structured pattern analysis, ensuring reproducibility, communication, and quality. Yet in practice, many lesions resist clear classification due to heterogeneity, artifacts, or overlapping features. Strict adherence to rules can then obscure diagnostic uncertainty. In complex cases, experienced dermatopathologists often rely on intuitive, experience-based...

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