464-05-015 ISMRM Abstract

MRI-Based Radiomics Model for Predicting Axillary Lymph Node Burden and Disease-Free Survival in Early-Stage Breast Cancer

Primary: Body - Breast

Secondary: Analysis Methods - Classification and Prediction

464-05-015 · MR-Based Quantitative Image and Image Processing · Tuesday, 12 May, 4:00 PM–4:55 PM · Digital Posters Row E

Keywords: Radiomics Breast cancer DCE-MRI Axillary lymph node

Accepted

Yulan Tong^1,2, Jiejie Zhou¹, Meihao Wang^2,3, Min-Ying SU ^4,5

¹Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, WenZhou, China

²Key Laboratory of Intelligent Medical Imaging of Wenzhou, The First Affiliated Hospital of Wenzhou Medical University, WenZhou, China

³Department of Radiology, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China

⁴Department of Radiological Sciences, University of California, Irvine, United States of America

⁵Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan

Presenting Author: Min-Ying SU

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References

1. Chang, J.M., et al., Axillary Nodal Evaluation in Breast Cancer: State of the Art. Radiology, 2020. 295(3): p. 500-515.http://doi.org/10.1148/radiol.2020192534. [doi]

2. Giuliano, A.E., et al., Effect of Axillary Dissection vs No Axillary Dissection on 10-Year Overall Survival Among Women With Invasive Breast Cancer and Sentinel Node Metastasis: The ACOSOG Z0011 (Alliance) Randomized Clinical Trial. Jama, 2017. 318(10): p. 918-926.http://doi.org/10.1001/jama.2017.11470 [doi]

3. Pesapane, F., et al., How Radiomics Can Improve Breast Cancer Diagnosis and Treatment. J Clin Med, 2023. 12(4).http://doi.org/10.3390/jcm12041372. [doi]

4. Grašič Kuhar, C., et al., Prognostic Importance of Axillary Lymph Node Response to Neoadjuvant Systemic Therapy on Axillary Surgery in Breast Cancer-A Single Center Experience. Cancers (Basel), 2024. 16(7).http://doi.org/10.3390/cancers16071306. [doi]

5. Yoon, K.H., et al., Impact of Axillary Burden on Survival: A Comparative Study of Invasive Lobular Carcinoma and Invasive Ductal Carcinoma in Early-Stage Breast Cancer. Cancers (Basel), 2025. 17(6).http://doi.org/10.3390/cancers17061002. [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/464-05-015