Habitat analysis

This page is a bookmark. Strategy is inferred from stages, not from the function name:

Strategy

Stages

Use when

two_step

partition + pool

Shared cohort definition; supervoxels first (typical paper pipeline). Two-step habitat analysis

direct_pooling

pool only

Shared cohort definition; cluster voxels (no supervoxels). Direct-pooling habitat analysis

one_step

neither

Habitats defined per subject. Integer ids are permuted — align them before comparing patients (Apply a saved model). One-step habitat analysis

Atomic embedding (op(subject), no recipe): Atomic operators.

First map: Quickstart: Python API (Python) or Quickstart: run the demo (YAML + CLI) (CLI). Data in: Load data.