Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning‐Based Peritumoral Breast <scp>MRI</scp> Radiomics

K. Ruwani M. Fernando, Issam El Naqa, Mahmoud Abdalah, Dana Ataya, Marilyn M. Bui, Jasmine R. Brainerd, Yarelis De La Cruz, Olya Stringfield, Brian Czerniecki, Natarajan Raghunand, Lev Barinov, Amber C. Simmons, Elizabeth S. McDonald, Bethany L. Niell

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DOI: 10.1002/jmri.70552
Published: 2026-09-25
Container: Journal of Magnetic Resonance Imaging
Publisher: Wiley
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1002/jmri.70552,
  title = {Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning‐Based Peritumoral Breast
                    <scp>MRI</scp>
                    Radiomics},
  author = {K. Ruwani M. Fernando and Issam El Naqa and Mahmoud Abdalah and Dana Ataya and Marilyn M. Bui and Jasmine R. Brainerd and Yarelis De La Cruz and Olya Stringfield and Brian Czerniecki and Natarajan Raghunand and Lev Barinov and Amber C. Simmons and Elizabeth S. McDonald and Bethany L. Niell},
  year = {2026},
  journal = {Journal of Magnetic Resonance Imaging},
  doi = {10.1002/jmri.70552},
  url = {https://doi.org/10.1002/jmri.70552}
}

RIS

TY  - JOUR
TI  - Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning‐Based Peritumoral Breast
                    <scp>MRI</scp>
                    Radiomics
AU  - K. Ruwani M. Fernando
AU  - Issam El Naqa
AU  - Mahmoud Abdalah
AU  - Dana Ataya
AU  - Marilyn M. Bui
AU  - Jasmine R. Brainerd
AU  - Yarelis De La Cruz
AU  - Olya Stringfield
AU  - Brian Czerniecki
AU  - Natarajan Raghunand
AU  - Lev Barinov
AU  - Amber C. Simmons
AU  - Elizabeth S. McDonald
AU  - Bethany L. Niell
PY  - 2026
JO  - Journal of Magnetic Resonance Imaging
DO  - 10.1002/jmri.70552
UR  - https://doi.org/10.1002/jmri.70552
ER  -

APA

Fernando, K. R. M., Naqa, I. E., Abdalah, M., Ataya, D., Bui, M. M., Brainerd, J. R., Cruz, Y. D. L., Stringfield, O., Czerniecki, B., Raghunand, N., Barinov, L., Simmons, A. C., McDonald, E. S., & Niell, B. L. (2026). Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning‐Based Peritumoral Breast <scp>MRI</scp> Radiomics. Journal of Magnetic Resonance Imaging. https://doi.org/10.1002/jmri.70552

Source records

crossref · retrieved 2026-09-25T10:59:55.601Z