Publications by authors named "Denise D Lunsford"
J Pathol Inform
September 2018
Article Synopsis
- Artificial intelligence is making significant strides in clinical applications like dermatopathology, enhancing efficiency, accuracy, and reducing costs through advanced computer-aided diagnostics.
- The study evaluated the effectiveness of deep learning algorithms in diagnosing three skin conditions: nodular basal cell carcinoma, dermal nevi, and seborrheic keratoses, using Whole Slide Images (WSIs) and a specially developed neural network.
- The AI system demonstrated high accuracy, correctly identifying 99.45% of BCCs, 99.4% of dermal nevi, and 100% of seborrheic keratoses, suggesting that deep learning could be a valuable tool for dermatopathologists, potentially streamlining their workflow.
