Application Research of Cellular Microstructural Parameters Based on MRI in Predicting Lymph Node Metastasis and Tumor Deposit in Rectal Cancer
Motivation: During the diagnosis of LNM and TD, conventional MRI only makes judgments from macro-perspectives . However, the td-dMRI can analyze from the perspective of the microstructure of cancer cells. Goal(s): This study aims to explore the feasibility of predicting LNM and TD based on td-dMRI to obtain the microstructural parameters of cancer cells. Approach: td-dMRI was used to analyze Vin, d, Dex, and cellularity to predict LNM and TD before surgery. Results: The microstructural parameter diameter based on td-dMRI has potential in predicting LNM and TD of rectal cancer, and it is expected to provide assistance for the diagnosis and treatment of rectal cancer. Impact: The parameter diameter derived from td-dMRI has the potential to serve as an imaging biomarker for the preoperative prediction of LNM and TD.
Authors
- Meining Chen
- Yong Li (ORCID: https://orcid.org/0000-0002-8910-9787)
- Xiaoli Chen (ORCID: https://orcid.org/0000-0003-3513-3551)
- Si-Qi Yi (ORCID: https://orcid.org/0000-0001-5503-8477)
- Xiaolei Dong
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/10.58530/2025/3903
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00