DataSifterText: Partially Synthetic Text Generation for Sensitive Clinical Notes.
Zhou Nina, Wu Qiucheng, Wu Zewen, +2 more·Journal of medical systems
Petabytes of health data are collected annually across the globe in electronic health records (EHR), including significant information stored as unstructured free text. However, the lack of effective mechanisms to securely share clinical text has inhibited its full utilization. We propose a new method, DataSifterText,…