Scholars@Duke
Lauren Franz

Lauren Franz

Associate Professor of Psychiatry and Behavioral Sciences
Psychiatry, Child & Family Mental Health & Community Psychiatry
lauren.franz@duke.edu
Box 3837 Med Ctr, Durham, NC 27710
Dept of Psychiatry, Durham, NC 27710

Scholarly Works - Preprints

Improving the Performance of Models Trained on Small EHR-Derived Samples by Leveraging External Data with Continual Learning Methods.

Preprint · August 10, 2026 The performance of an EHR-based deep learning model trained on a small sample can be improved if more data is collected. Instead of collecting more data, the model can be trained on additional data from an analogous external source. However, this risks the ... Full text Link to item Cite