Publications by authors named "Ciara D White"
Histopathology
February 2025
Article Synopsis
- A weakly supervised AI model called Triagnexia Colorectal was created to detect abnormal colorectal histology, like dysplasia and cancer, and prioritize biopsies based on clinical importance.
- The model was trained on nearly 25,000 digitized images and evaluated by multiple pathologists, offering a user-friendly interface to enhance decision-making in digital pathology.
- Validation results show high accuracy for the AI model, with impressive specificity and sensitivity scores, which pathologists found beneficial for detecting and prioritizing abnormal colorectal cases.
