Utility of OGSE-Based Microstructural Parameters in Predicting Lymph Node Metastasis in Breast Cancer

Motivation: Accurate preoperative assessment of lymph node metastasis is vital in breast cancer treatment, but current imaging methods lack sufficient sensitivity, particularly for micrometastases. Goal(s): This study evaluates OGSE-derived MRI parameters to non-invasively distinguish metastatic from non-metastatic lymph nodes in breast cancer. Approach: We retrospectively analyzed OGSE microstructural parameters and ADC values in 109 patients, applying ROC and multivariate analyses for diagnostic performance. Results: Significant differences were observed in OGSE parameters and ADCs between groups, with combined predictors yielding high diagnostic accuracy. Impact: This study demonstrates that OGSE-based microstructural MRI parameters provide a reliable, non-invasive tool for assessing lymph node metastasis in breast cancer. These findings could enhance diagnostic accuracy, guide surgical decisions, and improve patient outcomes.

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/10.58530/2025/3893
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
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article

Utility of OGSE-Based Microstructural Parameters in Predicting Lymph Node Metastasis in Breast Cancer

Meining Chen, Thorsten Feiweier, Siqi Chen, Jiao Bai et al.
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

Utility of OGSE-Based Microstructural Parameters in Predicting Lymph Node Metastasis in Breast Cancer

Meining Chen, Thorsten Feiweier, Siqi Chen, Jiao Bai, Xiaolong Guo, Zhengyuan Xiao, Jian Shu
article en

Abstract

Motivation: Accurate preoperative assessment of lymph node metastasis is vital in breast cancer treatment, but current imaging methods lack sufficient sensitivity, particularly for micrometastases. Goal(s): This study evaluates OGSE-derived MRI parameters to non-invasively distinguish metastatic from non-metastatic lymph nodes in breast cancer. Approach: We retrospectively analyzed OGSE microstructural parameters and ADC values in 109 patients, applying ROC and multivariate analyses for diagnostic performance. Results: Significant differences were observed in OGSE parameters and ADCs between groups, with combined predictors yielding high diagnostic accuracy. Impact: This study demonstrates that OGSE-based microstructural MRI parameters provide a reliable, non-invasive tool for assessing lymph node metastasis in breast cancer. These findings could enhance diagnostic accuracy, guide surgical decisions, and improve patient outcomes.

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 64%
Radiomics and Machine Learning in Medical Imaging
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Utility of OGSE-Based Microstructural Parameters in Predicting Lymph Node Metastasis in Breast Cancer — Meining Chen, Thorsten Feiweier, et al. · 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 (2025) | TGRS Research Map | TGRS