Discriminating tumor deposits and metastatic lymph nodes in rectal cancer with contrast-enhanced magnetic resonance imaging
Motivation: Rectal cancer survival is impacted by local recurrence and metastasis. Risk factors included tumor deposits (TDs) and metastatic lymph nodes (MLNs). Goal(s): To investigate the value of DCE-MRI parameters in distinguishing (TDs) from (MLNs) in rectal cancer, and to compare their effectiveness with T2WI and DWI. Approach: In a retrospective analysis of 70 rectal cancer patients, 168 lesions were evaluated using DCE-MRI and DWI, focusing on parameters like Ktrans, kep, and ve. Results: Significant differences between TDs and MLNs were found, with ve showing the highest AUC (0.772). A combined model improved diagnostic accuracy to an AUC of 0.833. Impact: A combination of morphological features, DCE-MRI parameters, and ADC values can assist in preoperative differentiation between TDs and MLNs in rectal cancer.
Authors
- Yan Chen (ORCID: https://orcid.org/0000-0002-0550-1117)
- Yiyan Liu (ORCID: https://orcid.org/0000-0002-9531-7080)
- Xinyue Yang (ORCID: https://orcid.org/0000-0003-4366-2111)
- Sha Yu (ORCID: https://orcid.org/0000-0001-9796-1446)
- Yuncan Ma (ORCID: https://orcid.org/0000-0001-9557-6122)
- Yunzhu Wu
- Ziqiang Wen
- Xiaomei Wu (ORCID: https://orcid.org/0000-0002-8225-1422)
- Yanhong Que
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/3038
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00