Training Dataset for SW480 and SW620 Cell Classification Using Digital Holography and Event-Based Imaging
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This dataset was used in the article "Label-Free Imaging Flow Cytometry with Rare Cell Classification using Motion-Sensitive-Triggered Interferometry." It contains training data used to classify SW480 and SW620 colorectal cancer cells. For each label (SW480, SW620), the corresponding files are organized in separate subfolders and includes: 1. Optical Path Difference (OPD) maps stored as .npy files 2. Amplitude images stored as .npy files 3. Hologram images in .png format (off-axis interferograms) 4. Event-based images in .png format (synthesized from event-based camera output)
本数据集应用于题为《使用运动敏感触发干涉术(Motion-Sensitive-Triggered Interferometry)实现稀有细胞分类的无标记成像流式细胞术(Label-Free Imaging Flow Cytometry)》的学术论文。该数据集包含用于分类SW480与SW620结直肠癌细胞的训练数据。针对每个类别(SW480、SW620),对应文件均被整理至独立子文件夹中,包含以下四类数据:1. 光程差(Optical Path Difference,OPD)图谱,存储格式为.npy文件;2. 振幅图像,存储格式为.npy文件;3. 全息图像,格式为.png(离轴干涉图);4. 基于事件的图像,格式为.png,由事件相机的输出合成得到。



