SpatialCOC
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Preparation

  • Preparation of SpatialCOC
  • Data Preparation for SpatialCOC

Tutorials

  • Tutorial 1: Simulated Data (Spatial Patterns of Varying Complexity)
  • Tutorial 2: Simulated Data (Different Noise Levels and Combinations)
  • Tutorial 3: Mouse Brain Dataset
  • Tutorial 4: Mouse Spleen Dataset
  • Tutorial 5: Mouse Thymus Dataset

Reproduction

  • HLN Augmented Datasets
  • Mouse Brain Datasets
  • Mouse Spleen Datasets
  • Mouse Thymus Datasets
SpatialCOC
  • HLN Augmented Datasets
  • View page source

Note

For all the result visualizations of SpatialCOC, we provided results in Zenode at: https://zenodo.org/records/15182465. To run the Visualization code below smoothly, please download and store the results and deposit in Results folder.

HLN Augmented Datasets

  • Visualization of Original Data Distribution in the Human Lymph Node Dataset
  • Plot the Results of the HLN Datasets (Spatial Patterns of Varying Complexity)-Scenario 1
  • Metrics of Clustering
  • Comparison of Data Distribution Before and After Adding Noise
  • Plot the Results of HLN Data (Different Noise Levels)-Combination 1
  • Metrics of Clustering

Mouse Brain Datasets

  • Visualization of Spatially Continuous Reconstructions
  • Plot the Results of the Mouse Brain Dataset
  • Metrics
  • Marker Genes Calculation and Visualization

Mouse Spleen Datasets

  • Histological Validation of Mouse Spleen Structures
  • Visualizing Germinal Centers
  • Plot the Results of the Mouse Spleen Dataset
  • Plot the Vesicular and Smooth Structures of the Mouse Spleen 1
  • CHAOS Visualization of the Mouse Spleen Dataset
  • Moran Visualization of the Mouse Spleen Dataset

Mouse Thymus Datasets

  • Features Visualization
  • Plot the Results of the Noised Mouse Spleen Dataset
  • Clustering Metrics
  • Plot the Results of the Mouse Spleen Dataset
  • CHAOS Visualization of the Mouse Spleen Dataset
  • Batch Effect Calculation and Visualization of the Mouse Thymus Dataset
  • Trajectory Inference for Three Slices of the Mouse Thymus Dataset
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