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CAVRI-C: Vessels segmentation from OCT 3D scans

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Mendeley Data2026-04-18 收录
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This database contains 24 3D optical coherence tomography (OCT) scans of 24 healthy subjects, with an average age of 27. The images were collected using the Avanti RTvue device with a 3D Retina scanning protocol (volumetric scan with 141 cross-sections). This dataset also contains manually segmented retina vessels for the OCT-reconstructed fundus images. This dataset was created as part of research conducted within the CAVRI (Computer Analysis of the VitreoRetinal Interface) project (https://dsp.put.poznan.pl/projektresearch/). Please cite the following papers when using this dataset: Marciniak T., Stankiewicz A., Dąbrowski A., Stopa M., Rakowicz P., Marciniak E. Measurement of retina vessels by segmentation of images reconstructed from optical coherence tomography data. Metrology and Measurement Systems, 26(3), 449-461, 2019, DOI: 10.24425/mms.2019.129581 Marciniak T, Stankiewicz A, Zaradzki P. Neural Networks Application for Accurate Retina Vessel Segmentation from OCT Fundus Reconstruction. Sensors, 23(4):1870, 2023, DOI: 10.3390/s23041870 , https://www.mdpi.com/1424-8220/23/4/1870

本数据库包含24名健康受试者的24组三维光学相干断层扫描(optical coherence tomography, OCT)影像,受试者平均年龄为27岁。所有影像均采用Avanti RTvue设备,搭配三维视网膜扫描协议(含141个断层截面的容积扫描)采集得到。本数据集同时包含针对OCT重建眼底图像的人工分割视网膜血管标注。 本数据集是作为CAVRI(Computer Analysis of the VitreoRetinal Interface,玻璃体视网膜界面计算机分析)项目研究的一部分构建而成,项目网址为https://dsp.put.poznan.pl/projektresearch/。 使用本数据集时,请引用以下论文: 1. Marciniak T., Stankiewicz A., Dąbrowski A., Stopa M., Rakowicz P., Marciniak E. 基于光学相干断层扫描数据重建图像的视网膜血管测量. 《计量与测量系统》, 26(3), 449-461, 2019, DOI: 10.24425/mms.2019.129581 2. Marciniak T, Stankiewicz A, Zaradzki P. 基于OCT眼底重建图像的视网膜血管精准分割神经网络应用. 《传感器》, 23(4):1870, 2023, DOI: 10.3390/s23041870, https://www.mdpi.com/1424-8220/23/4/1870
创建时间:
2025-07-04
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