JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA

arXiv:2404.11525v1 Announce Type: new
Abstract: The oxygen saturation level in the blood (SaO2) is crucial for health, particularly in relation to sleep-related breathing disorders. However, continuous monitoring of SaO2 is time-consuming and highly variable depending on patients' conditions. Recently, optical coherence tomography angiography (OCTA) has shown promising development in rapidly and effectively screening eye-related lesions, offering the potential for diagnosing sleep-related disorders. To bridge this gap, our paper presents three key contributions. Firstly, we propose JointViT, a novel model based …

arxiv cs.cv eess.iv modeling supervision type