Ella Kazerooni

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Weakly Supervised

Machine Learning

Chest Radiographs

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Sarah Jabbour, Gregory Kondas, Ella Kazerooni, Michael W. Sjoding, David Fouhey, Jenna Wiens
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks. CoRR (2024)
Sarah Jabbour, David Fouhey, Ella Kazerooni, Jenna Wiens, Michael W. Sjoding
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure. J. Am. Medical Informatics Assoc. 29 (6) (2022)
Sarah Jabbour, David Fouhey, Ella Kazerooni, Jenna Wiens, Michael W. Sjoding
Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure. CoRR (2021)
Sarah Jabbour, David Fouhey, Ella Kazerooni, Michael W. Sjoding, Jenna Wiens
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts. MLHC (2020)
Sarah Jabbour, David Fouhey, Ella Kazerooni, Michael W. Sjoding, Jenna Wiens
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts. CoRR (2020)