ERDES: A Benchmark Video Dataset for Retinal Detachment and Macular Status Classification in Ocular Ultrasound

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Description

Retinal detachment (RD) is a vision-threatening condition requiring prompt intervention to preserve sight. A critical factor in treatment urgency and visual prognosis is macular involvement—whether the macula is intact or detached. Point-of-care ultrasound (POCUS) is a fast, non-invasive, and cost-effective imaging tool commonly used to detect RD across various clinical settings. However, its diagnostic utility is limited by the need for expert interpretation, especially in resource-limited envi

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Retinal detachment (RD) is a vision-threatening condition requiring prompt intervention to preserve sight. A critical factor in treatment urgency and visual prognosis is macular involvement—whether the macula is intact or detached. Point-of-care ultrasound (POCUS) is a fast, non-invasive, and cost-effective imaging tool commonly used to detect RD across various clinical settings. However, its diagnostic utility is limited by the need for expert interpretation, especially in resource-limited envi