Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts. - Sarah Jabbour; David Fouhey; Ella Kazerooni; Michael W. Sjoding; Jenna Wiens (MLHC, 2020)

Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure. - Sarah Jabbour; David Fouhey; Ella Kazerooni; Jenna Wiens; Michael W. Sjoding (CoRR, 2021)

Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure. - Sarah Jabbour; David Fouhey; Ella Kazerooni; Jenna Wiens; Michael W. Sjoding (J. Am. Medical Informatics Assoc., 2022)

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks. - Sarah Jabbour; Gregory Kondas; Ella Kazerooni; Michael W. Sjoding; David Fouhey; Jenna Wiens (ECCV (64), 2024)

On the Limits of Selective AI Prediction: A Case Study in Clinical Decision Making. - Sarah Jabbour; David Fouhey; Nikola Banovic 001; Stephanie D. Shepard; Ella Kazerooni; Michael W. Sjoding; Jenna Wiens (CoRR, 2025)