TILA uses temporal inversion of image pairs as a supervisory signal to make existing temporal vision-language models more sensitive to directional interval changes in chest X-rays.
* Remove any sentences that *solely* describe the view position (e.g., ”PA and lateral views were obtained.”, ”AP portable view.”, ”Single frontal view provided.”)
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Temporal Inversion for Learning Interval Change in Chest X-Rays
TILA uses temporal inversion of image pairs as a supervisory signal to make existing temporal vision-language models more sensitive to directional interval changes in chest X-rays.