Beyond Accuracy: Automated De-Identification of Large Real-World Clinical Text Datasets

Veysel Kocaman, Hasham Ul Haq, David Talby

Recent research advances achieve human-level accuracy for de-identifying free-text clinical notes on research datasets, but gaps remain in reproducing this in large real-world sett…