DynaCell

DynaCell is an evaluation framework for dynamic 3D virtual staining of live cells. The dataset pairs label-free transmitted-light volumes (phase reconstructions from brightfield z-stacks) with fluorescence ground truth for four organelles (nucleus, cell membrane, endoplasmic reticulum, mitochondria) across three conditions (uninfected, Zika-infected, Dengue-infected).The v1 release contains images of A549 human lung adenocarcinoma cells acquired on the Mantis correlative label-free and light-sheet fluorescence microscope at Biohub (24 OZX stores, 262 FOVs, ~407 GB), split into train and test s...DynaCell是一款面向活细胞动态三维虚拟染色的专业评估框架。该数据集将无标记透射光体积成像数据（基于明场z堆叠的相位重建结果）与四种细胞器的荧光真值标注进行配对，覆盖三种实验条件：未感染、寨卡病毒感染、登革病毒感染，涉及的细胞器包括细胞核（nucleus）、细胞膜（cell membrane）、内质网（endoplasmic reticulum）与线粒体（mitochondria）。其v1版本包含在Biohub的Mantis关联式无标记光片荧光显微镜（Mantis correlative label-free and light-sheet fluorescence microscope）上采集的A549人肺腺癌细胞图像，共计24个OZX存储单元、262个视场（field of views, FOV），总数据量约407GB，并被划分为训练集与测试集……