Value of Quantitative DCE-MRI restaging the Status of Regional Lymph Nodes With a Short-Axis Diameter ≥ 5 mm for Rectal Cancer

Motivation: Structural MRI has been demonstrated to be inaccurate in the assessment of regional lymph nodes (LNs) with a short diameters ≥ 5 mm following neoadjuvant therapy for rectal cancer. Goal(s): To explore the potential of quantitative DCE-MRI in predicting the status of LNs ≥ 5 mm on MRI restaging. Approach: Quantitative DCE-MRI parameters of LNs including the forward volume transfer constant (Ktrans), rate constant (kep), and fractional extravascular extracellular space volume (Ve) were measured, and compared with histopathological findings. Results: Ktrans and kep demonstrated moderate diagnostic performance, and had high sensitivity in distinguishing malignant nodes from benign nodes. Impact: Quantitative DCE-MRI can improve the accuracy of nodal restaging in rectal cancer after neoadjuvant therapy, and subsequently conducive to therapeutic evaluation and formulation of next treatment strategies.

Authors

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/10.58530/2025/1081
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Value of Quantitative DCE-MRI restaging the Status of Regional Lymph Nodes With a Short-Axis Diameter ≥ 5 mm for Rectal Cancer

Yunzhu Wu, Yan Chen, Shenping Yu, Zhiwen Zhang
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
Radiomics and Machine Learning in Medical Imaging
article

Value of Quantitative DCE-MRI restaging the Status of Regional Lymph Nodes With a Short-Axis Diameter ≥ 5 mm for Rectal Cancer

Yunzhu Wu, Yan Chen, Shenping Yu, Zhiwen Zhang
article en

Abstract

Motivation: Structural MRI has been demonstrated to be inaccurate in the assessment of regional lymph nodes (LNs) with a short diameters ≥ 5 mm following neoadjuvant therapy for rectal cancer. Goal(s): To explore the potential of quantitative DCE-MRI in predicting the status of LNs ≥ 5 mm on MRI restaging. Approach: Quantitative DCE-MRI parameters of LNs including the forward volume transfer constant (Ktrans), rate constant (kep), and fractional extravascular extracellular space volume (Ve) were measured, and compared with histopathological findings. Results: Ktrans and kep demonstrated moderate diagnostic performance, and had high sensitivity in distinguishing malignant nodes from benign nodes. Impact: Quantitative DCE-MRI can improve the accuracy of nodal restaging in rectal cancer after neoadjuvant therapy, and subsequently conducive to therapeutic evaluation and formulation of next treatment strategies.

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
Openalex Percentile: Top 65%
Radiomics and Machine Learning in Medical Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.