Radiomics based on habitat analysis in predicting parametrial invasion of early stage cervical cancer

Key Points

• Parametrial invasion is effectively predicted using habitat analysis, enhancing decision-making for treatment.
• A diagnostic performance superior to traditional methods indicates a greater accuracy in identifying cancer spread.
• Observational analysis highlights the importance of habitat features in radiomics for assessing early-stage cervical cancer.
• The findings may enable better preoperative planning but require further validation across diverse settings.