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‹ Sat · 26 Sep 2026
Promising but preliminary

Application advances of habitat imaging based on CT or PET/CT: a systematic review.

New imaging techniques could help doctors better understand tumor complexity, potentially guiding smarter treatment choices for individual patients.

BACKGROUND: Habitat imaging (HI) enables the identification of tumor heterogeneity and characterization of the tumor microenvironment. Prospective studies are needed to validate HI as a clinical biomarker.

What the study was

Study design
Systematic review
Population
cancer patients
Sample size
7363
Category
Public Health
Maturity
Exploratory
Journal
La Radiologia medica

Why it surfaced

Score 7/10 [PROMISING_PRELIMINARY]: Systematic review (Journal Article) matched 'Precision oncology and genomic medicine'. Components — novelty:1/3, relevance:2/3, design:2/2, population:2/2. Confidence: high. Conservative scoring applied per v1.3 rubric.

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