- Artificial intelligence model accurately distinguished basal cell carcinoma vs cutaneous squamous cell carcinoma (area under the curve 1.0 internal).
- Performance remained high externally but required calibration.
- Domain shift significantly affected real-world accuracy.
- HistoGPT improved markedly with fine-tuning.
- Artificial intelligence shows promise as a dermatopathology diagnostic aid.
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