05Feb 2025
Radiomics Ultrasound Features for Discriminating Adnexal Mass Malignancy

Radiomics Ultrasound Features for Discriminating Adnexal Mass Malignancy

This study developed machine learning models incorporating radiomics features to differentiate between benign and malignant adnexal masses with solid morphology. A total of 68 radiomics features were analyzed from ultrasound images of 326 patients, leading to models with moderate discriminative ability (AUC: 0.80). Comparison with the ADNEX model and subjective assessments showed that while radiomics models had lower sensitivity and specificity, their potential warrants further development.

  • #gynaecology - ivf

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