Body / AbdominalAI / InformaticsResearch

CT iodine map habitat analysis predicts neoadjuvant therapy response in gastric cancer

European RadiologyJul 4

Spectral CT iodine map habitat analysis identified four perfusion subtypes in gastric cancer, with response rates to neoadjuvant therapy ranging from 75% to 17%. A model combining perfusion subtype and Lauren classification achieved AUC 0.78 in external validation.

  • Retrospective, two-center study of 151 patients with gastric cancer; 54 (35.8%) were responders to neoadjuvant therapy.
  • A predictive model combining perfusion subtype and Lauren classification yielded AUC 0.794 (95% CI 0.751–0.836) in internal cross-validation and 0.782 (0.605–0.909) in the external test set.
  • Responders had higher volume fraction of low-perfusion habitat and lower intratumoral heterogeneity score (both p<0.05).

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