Feature reference

HABIT-native feature definitions, formulas, and output CSV columns. PyRadiomics features: PyRadiomics Feature Reference .

Each page: Output → Definition → Formula (if any) → Output columns → Implementation → References (if any).

Feature types

feature_types	Output CSV	Page
traditional	raw_image_radiomics.csv	Traditional Radiomics
non_radiomics	habitat_basic_features.csv	Non-radiomics Morphology
whole_habitat / each_habitat	whole_habitat_radiomics.csv / habitat_{k}_radiomics.csv + habitat_count.csv	Whole / Each Habitat Radiomics
msi	msi_features.csv	MSI Features
ith_score	ith_scores.csv	ITH Score

Habitat features

• Traditional Radiomics
  • Definition
  • Implementation
  • Output columns
  • Feature definitions
• Non-radiomics Morphology
  • Output
  • Definition
  • Formula
  • Output columns
  • Implementation
• Whole / Each Habitat Radiomics
  • whole_habitat
  • each_habitat
• MSI Features
  • Output
  • Definition
  • Formula
  • Output columns
  • Implementation
  • References
• ITH Score
  • Output
  • Definition
  • Formula
  • Output columns
  • Notes
  • Implementation
  • References