RoentMod edits chest X-rays to add specific diseases, exposing and partly correcting shortcut learning in AI interpretation models.
in Lecture Notes in Computer Science 343–350 (Springer International Publishing, Cham, 2018)
1 Pith paper cite this work, alongside 25 external citations. Polarity classification is still indexing.
1
Pith paper citing it
25
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
eess.IV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts
RoentMod edits chest X-rays to add specific diseases, exposing and partly correcting shortcut learning in AI interpretation models.