Tutorials

Step-by-step guides for working with SSTDV pipelines. Each tutorial walks through a complete workflow from data preparation to result interpretation.

Prerequisites

• Python 3.9+
• Git
• Access to respective datasets

Available Tutorials

Brain Imaging Analysis

Complete pipeline using BrainShapeToolKit and DiffAM. Shape analysis and visualization of brain MRI data, including surface extraction, feature computation, and differentiable appearance modeling.

Breast Cancer Detection

End-to-end workflow using DiffuAug for synthetic data augmentation and EvalDistSim for evaluation. Covers synthetic mammography generation, distribution similarity assessment, and model training with augmented data.