MIBI-TOF

Mouse liver

S-BIAD2557:CSL106:slide2-A1

bronze hepatocellular carcinoma ✓ Verified publication

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├── Images
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
│     └── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_image': DataTree[cyx] (30, 1024, 1024), (30, 512, 512), (30, 256, 256), (30, 128, 128), (30, 64, 64)
├── Labels
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
│     └── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
├── Shapes
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_cell_boundaries': GeoDataFrame shape: (627, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_cell_boundaries': GeoDataFrame shape: (537, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_cell_boundaries': GeoDataFrame shape: (613, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_cell_boundaries': GeoDataFrame shape: (610, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_cell_boundaries': GeoDataFrame shape: (449, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_cell_boundaries': GeoDataFrame shape: (516, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_cell_boundaries': GeoDataFrame shape: (484, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_cell_boundaries': GeoDataFrame shape: (554, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_cell_boundaries': GeoDataFrame shape: (450, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_cell_boundaries': GeoDataFrame shape: (783, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_cell_boundaries': GeoDataFrame shape: (603, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_cell_boundaries': GeoDataFrame shape: (860, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_cell_boundaries': GeoDataFrame shape: (848, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_cell_boundaries': GeoDataFrame shape: (700, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_cell_boundaries': GeoDataFrame shape: (844, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_cell_boundaries': GeoDataFrame shape: (921, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_cell_boundaries': GeoDataFrame shape: (804, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_cell_boundaries': GeoDataFrame shape: (610, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_cell_boundaries': GeoDataFrame shape: (822, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_cell_boundaries': GeoDataFrame shape: (449, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_cell_boundaries': GeoDataFrame shape: (898, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_cell_boundaries': GeoDataFrame shape: (1058, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_cell_boundaries': GeoDataFrame shape: (1202, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_cell_boundaries': GeoDataFrame shape: (850, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_cell_boundaries': GeoDataFrame shape: (1126, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_cell_boundaries': GeoDataFrame shape: (833, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_cell_boundaries': GeoDataFrame shape: (584, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_cell_boundaries': GeoDataFrame shape: (884, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_cell_boundaries': GeoDataFrame shape: (842, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_cell_boundaries': GeoDataFrame shape: (1069, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_cell_boundaries': GeoDataFrame shape: (1233, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_cell_boundaries': GeoDataFrame shape: (502, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_cell_boundaries': GeoDataFrame shape: (1130, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_cell_boundaries': GeoDataFrame shape: (1421, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_cell_boundaries': GeoDataFrame shape: (1537, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_cell_boundaries': GeoDataFrame shape: (1437, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_cell_boundaries': GeoDataFrame shape: (1248, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_cell_boundaries': GeoDataFrame shape: (1570, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_cell_boundaries': GeoDataFrame shape: (1498, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_cell_boundaries': GeoDataFrame shape: (1496, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_cell_boundaries': GeoDataFrame shape: (1237, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_cell_boundaries': GeoDataFrame shape: (1228, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_cell_boundaries': GeoDataFrame shape: (1044, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_cell_boundaries': GeoDataFrame shape: (1290, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_cell_boundaries': GeoDataFrame shape: (1349, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_cell_boundaries': GeoDataFrame shape: (1283, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_cell_boundaries': GeoDataFrame shape: (1255, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_cell_boundaries': GeoDataFrame shape: (1188, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_cell_boundaries': GeoDataFrame shape: (1335, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_cell_boundaries': GeoDataFrame shape: (1138, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_cell_boundaries': GeoDataFrame shape: (1364, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_cell_boundaries': GeoDataFrame shape: (1162, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_cell_boundaries': GeoDataFrame shape: (1379, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_cell_boundaries': GeoDataFrame shape: (1367, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_cell_boundaries': GeoDataFrame shape: (1252, 2) (2D shapes)
│     ├── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_cell_boundaries': GeoDataFrame shape: (1142, 2) (2D shapes)
│     └── 'pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_cell_boundaries': GeoDataFrame shape: (912, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (56427, 30)
with coordinate systems:
    ▸ 'global', with elements:
        pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_image (Images), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_whole_cell_labels (Labels), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_0_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_1_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_2_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_3_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_4_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_5_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_6_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_7_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_8_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_9_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_10_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_11_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_12_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_13_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_14_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_15_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_16_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_17_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_18_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_19_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_20_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_21_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_22_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_23_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_24_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_25_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_26_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_27_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_28_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_29_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_30_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_31_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_32_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_33_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_34_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_35_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_36_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_37_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_38_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_39_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_40_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_41_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_42_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_43_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_44_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_45_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_46_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_47_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_48_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_49_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_50_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_51_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_52_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_53_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_54_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_55_cell_boundaries (Shapes), pCSL005_CSL106_Hep-PK_MIBI_slide2-A1_0_56_cell_boundaries (Shapes)

Install (Python 3.12+) Docs →

Python · sddb client

from sddb import Catalog

ds = Catalog().dataset("FCVV7hec4A194bAf0000")
ds.elements()          # inspect without downloading
sdata = ds.to_sdata()  # cached locally, reused
print(sdata)

Install (Python 3.12+) Docs →

Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("FCVV7hec4A194bAf")   # stem uid: Lamin resolves it to the latest version

sdata = artifact.load()   # cache, then load into memory
group = artifact.open()   # stream without downloading
path  = artifact.cache()  # sync into the local cache, returns the path

Install (Python 3.12+) Docs →

Shell

# sddb client: download the .zarr into data/
sddb-cli download FCVV7hec4A194bAf0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/FCVV7hec4A194bAf

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid FCVV7hec4A194bAf

Install (Python 3.12+) Docs →

License: CC BY 4.0

View on Lamin ↗ Flag a data issue

Part of collection

bia-s-biad2557→

25 datasets · publication

Metadata

Technology: MIBI-TOF
Organism: mouse
Tissue: liver
Condition: hepatocellular carcinoma
Modality: protein
Observations (cells): 56,427
Tier: bronze
Chemistry: MIBI
Staining: Antibodies
Size: 8.4 GB
Sample ID: S-BIAD2557:CSL106:slide2-A1
License: CC BY 4.0
Published: Jun 30, 2026

Cite this dataset

doi.org/10.64898/2026.03.24.711280 ↗

BibTeX

@article{bia:S-BIAD2557,
  doi = {10.64898/2026.03.24.711280},
  title = {S-BIAD2557:CSL021:slide1-D1},
  year = {2026}
}

Source: BioImage Archive ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB