TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation

arXiv:2403.13343v1 Announce Type: new
Abstract: With the emergence of vision language models in the medical imaging domain, numerous studies have focused on two dominant research activities: (1) report generation from Chest X-rays (CXR), and (2) synthetic scan generation from text or reports. Despite some research incorporating multi-view CXRs into the generative process, prior patient scans and reports have been generally disregarded. This can inadvertently lead to the leaving out of important medical information, thus affecting generation quality. To address this, …

arxiv cs.cv information ray report temporal type x-ray