Publications

Shandong Wu

Arefan D, Chai R, Sun M, Zuley ML, Wu S. Machine learning prediction of axillary lymph node metastasis in breast cancer: 2D versus 3D radiomic features. Med Phys. 2020 Oct 15; doi: 10.1002/mp.14538. PubMed PMID: 33058224.
Luo T, Xu K, Zhang Z, Zhang L, Wu S. Radiomic features from computed tomography to differentiate invasive pulmonary adenocarcinomas from non-invasive pulmonary adenocarcinomas appearing as part-solid ground-glass nodules. Chin J Cancer Res. 2019 Apr;31(2):329-338. doi: 10.21147/j.issn.1000-9604.2019.02.07. PubMed PMID: 31156303; PMCID: PMC6513736.
Chai R, Ma H, Xu M, Arefan D, Cui X, Liu Y, Zhang L, Wu S, Xu K. Differentiating axillary lymph node metastasis in invasive breast cancer patients: A comparison of radiomic signatures from multiparametric breast MR sequences. J Magn Reson Imaging. 2019 Oct;50(4):1125-1132. doi: 10.1002/jmri.26701. PubMed PMID: 30848041.
Zhang F, Wu S, Zhang C, Chen Q, Yang X, Jiang K, Zheng J. Multi-domain features for reducing false positives in automated detection of clustered microcalcifications in digital breast tomosynthesis. Med Phys. 2019 Mar;46(3):1300-1308. doi: 10.1002/mp.13394. PubMed PMID: 30661242.
Li X, Wu S, Li D, Yu T, Zhu H, Song Y, Meng L, Fan H, Xie L. Intravoxel Incoherent Motion Combined With Dynamic Contrast-Enhanced Perfusion MRI of Early Cervical Carcinoma: Correlations Between Multimodal Parameters and HIF-1α Expression. J Magn Reson Imaging. 2019 Sep;50(3):918-929. doi: 10.1002/jmri.26604. PubMed PMID: 30648775.
Aboutalib SS, Mohamed AA, Berg WA, Zuley ML, Sumkin JH, Wu S. Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening. Clin Cancer Res. 2018 Dec 1;24(23):5902-5909. doi: 10.1158/1078-0432.CCR-18-1115. PubMed PMID: 30309858; PMCID: PMC6297117.
Ma W, Zhao Y, Ji Y, Guo X, Jian X, Liu P, Wu S. Breast Cancer Molecular Subtype Prediction by Mammographic Radiomic Features. Acad Radiol. 2019 Feb;26(2):196-201. doi: 10.1016/j.acra.2018.01.023. PubMed PMID: 29526548.
Mohamed AA, Berg WA, Peng H, Luo Y, Jankowitz RC, Wu S. A deep learning method for classifying mammographic breast density categories. Med Phys. 2018 Jan;45(1):314-321. doi: 10.1002/mp.12683. PubMed PMID: 29159811; PMCID: PMC5774233.
Mohamed AA, Luo Y, Peng H, Jankowitz RC, Wu S. Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective. J Digit Imaging. 2018 Aug;31(4):387-392. doi: 10.1007/s10278-017-0022-2. PubMed PMID: 28932980; PMCID: PMC6113143.
Wu S, Zuley ML, Berg WA, Kurland BF, Jankowitz RC, Sumkin JH, Gur D. DCE-MRI Background Parenchymal Enhancement Quantified from an Early versus Delayed Post-contrast Sequence: Association with Breast Cancer Presence. Sci Rep. 2017 May 18;7(1):2115. doi: 10.1038/s41598-017-02341-8. PubMed PMID: 28522877; PMCID: PMC5437095.
Wu S, Berg WA, Zuley ML, Kurland BF, Jankowitz RC, Nishikawa R, Gur D, Sumkin JH. Breast MRI contrast enhancement kinetics of normal parenchyma correlate with presence of breast cancer. Breast Cancer Res. 2016 Jul 22;18(1):76. doi: 10.1186/s13058-016-0734-0. PubMed PMID: 27449059; PMCID: PMC4957890.
Brown JC, Kontos D, Schnall MD, Wu S, Schmitz KH. The Dose-Response Effects of Aerobic Exercise on Body Composition and Breast Tissue among Women at High Risk for Breast Cancer: A Randomized Trial. Cancer Prev Res (Phila). 2016 Jul;9(7):581-8. doi: 10.1158/1940-6207.CAPR-15-0408. PubMed PMID: 27099272; PMCID: PMC5350624.
Schmitz KH, Williams NI, Kontos D, Domchek S, Morales KH, Hwang WT, Grant LL, DiGiovanni L, Salvatore D, Fenderson D, Schnall M, Galantino ML, Stopfer J, Kurzer MS, Wu S, Adelman J, Brown JC, Good J. Dose-response effects of aerobic exercise on estrogen among women at high risk for breast cancer: a randomized controlled trial. Breast Cancer Res Treat. 2015 Nov;154(2):309-18. doi: 10.1007/s10549-015-3604-z. PubMed PMID: 26510851; PMCID: PMC6196733.
Wu S, Weinstein SP, DeLeo MJ 3rd, Conant EF, Chen J, Domchek SM, Kontos D. Quantitative assessment of background parenchymal enhancement in breast MRI predicts response to risk-reducing salpingo-oophorectomy: preliminary evaluation in a cohort of BRCA1/2 mutation carriers. Breast Cancer Res. 2015 May 19;1767. doi: 10.1186/s13058-015-0577-0. PubMed PMID: 25986460; PMCID: PMC4481125.
Schmitz KH, Williams NI, Kontos D, Kurzer MS, Schnall M, Domchek S, Stopfer J, Galantino ML, Hwang WT, Morales K, Wu S, DiGiovanni L, Salvatore D, Fenderson D, Good J, Sturgeon K, Grant L, Bryan CJ, Adelman J. Women In Steady Exercise Research (WISER) Sister: study design and methods. Contemp Clin Trials. 2015 Mar;4117-30. doi: 10.1016/j.cct.2014.12.016. PubMed PMID: 25559914.

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