Objective MRI features such as lesion size and morphology showed consistently good agreement between readers, supporting their use as primary criteria in clinical decision-making, but qualitative features including ductal communication, wall enhancement, and solid components show poor reproducibility, potentially leading to inconsistent risk stratification.
A model integrating radiomics and clinical data may serve as a potentially effective tool for preoperative risk stratification of mediastinal tumors; this model shows great promise for optimizing individualized surgical planning.
Kun Li, Xiang-Yu Xie, Yi-Fei Feng et al.· Frontiers in Surgery· 0 citations
BACKGROUND
Accurate preoperative identification of high-grade dysplasia (HGD) or malignancy in intraductal papillary mucinous neoplasms (IPMNs) remains challenging using conventional guideline-based imaging criteria. Quantitative computed tomography (CT)-based features may detect subtle structural changes preceding ove...
T. Lee, Hong-Min Shin, I. Park et al.· Annals of Surgical Oncology· 0 citations
PURPOSE
To compare major pancreatic cystic lesion (PCL) guidelines using routinely reported radiology features for long-term malignancy risk prediction.
METHODS
This single-center retrospective study analyzed abdominal radiology reports from 2000 to 2025. A previously validated large language model extracted PCL feat...
Timothy Liu, Ebrahim Rasromani, Yuxuan Chen et al.· Journal of the American Coll...· 0 citations
PURPOSE
To evaluate the diagnostic performance and interreader agreement of the Clear Cell Likelihood Score (ccLS), the modified Clear Cell Likelihood Score (m-ccLS), and ancillary MRI features for differentiating benign from malignant renal masses and clear cell renal cell carcinoma (ccRCC) from non-ccRCC lesions.
M...
Umut Asfuroğlu, E. Cindil, Burak Kalafat et al.· European Journal of Radiolog...· 0 citations
OBJECTIVE
Accurate characterization of adnexal masses is essential for determining malignancy risk and guiding clinical management. While the O-RADS MRI system provides standardized risk stratification, the impact of MRI acquisition protocols on diagnostic performance and interrater reliability remains unclear. This st...
Z. Dönmez, A. Akçay, Ü. E. Karabulut et al.· Journal of computer assisted...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.