data for SUNS2-ANE paper
收藏资源简介:
Videos, masks, and processing results used in the SUNS2-ANE paper (<i>Accurate Neuron Segmentation Method for One-photon Calcium Imaging Videos Combining Convolutional Neural Networks and Clustering, </i>https://doi.org/10.1038/s42003-024-06668-7).The "data" folder includes the simulated videos used in Figure 2, the motion corrected videos of the Tenaspis dataset that we used in Figure 3, the cropped quarter-sized videos from the CNMF-E paper that we used in Figure 4, and the TUnCaT dataset that we used in Figure 5. The "data" folder also includes our manual segmentations of the videos.Our processing results are in the "results" folder, Users should copy them to the data folder if users want to plot figures without running the processing code themselves.
本数据集包含SUNS2-ANE论文(《结合卷积神经网络(Convolutional Neural Networks)与聚类的单光子钙成像视频精准神经元分割方法》,https://doi.org/10.1038/s42003-024-06668-7)中使用的视频、分割掩码及处理结果。其中`data`文件夹涵盖如下内容:本研究用于图2的模拟钙成像视频、用于图3的Tenaspis数据集运动校正后视频、源自CNMF-E论文且经四分之一裁剪的视频(用于图4),以及用于图5的TUnCaT数据集。`data`文件夹同时包含我们手动标注的上述视频的分割掩码。我们的算法处理结果存放于`results`文件夹中。若使用者无需自行运行处理代码即可绘制相关图表,可将该文件夹内的文件复制至`data`文件夹内。




