Module catalog

40 interactive modules. Filter by cluster or search by topic, method or keyword.

• Features

  Interactive Feature Selection for Kidney Radiomics

  Compare LASSO, Ridge, Elastic Net and stability selection on correlated size and shape features, and watch the selected subset move.

  feature selectionLASSOregularization
• Features

  Medical Image Augmentation Explorer

  Apply rotation, translation, scale, noise, intensity shift and horizontal flip to a synthetic CT slice and see which transforms destroy the label.

  augmentationdata pipelineHounsfield units
• Features

  Imaging Modality Physics Simulator

  Apply modality-specific noise and blur models — Gaussian/beam-hardening CT, Rician/bias-field MRI, Poisson/blur PET, and speckle ultrasound — to a shared phantom.

  image physicsnoise modelsSNR
• Features

  Texture Discretization Sensitivity

  Sweep GLCM bin width on a synthetic textured lesion and watch contrast, energy and entropy shift by large factors even though the tissue never changes.

  GLCMdiscretizationIBSI