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Diagnostic value of radiomics and machine learning with dynamic contrast-enhanced magnetic resonance imaging for patients with atypical ductal hyperplasia in predicting malignant upgrade.
Lo Gullo R, Vincenti K, Rossi Saccarelli C, Gibbs P, Fox MJ, Daimiel I, Martinez DF, Jochelson MS, Morris EA, Reiner JS, Pinker K. Lo Gullo R, et al. Among authors: gibbs p. Breast Cancer Res Treat. 2021 Jun;187(2):535-545. doi: 10.1007/s10549-020-06074-7. Epub 2021 Jan 20. Breast Cancer Res Treat. 2021. PMID: 33471237 Free PMC article.
Characterization of Sub-1 cm Breast Lesions Using Radiomics Analysis.
Gibbs P, Onishi N, Sadinski M, Gallagher KM, Hughes M, Martinez DF, Morris EA, Sutton EJ. Gibbs P, et al. J Magn Reson Imaging. 2019 Nov;50(5):1468-1477. doi: 10.1002/jmri.26732. Epub 2019 Mar 27. J Magn Reson Imaging. 2019. PMID: 30916835 Free PMC article.
MRI-based machine learning radiomics can predict HER2 expression level and pathologic response after neoadjuvant therapy in HER2 overexpressing breast cancer.
Bitencourt AGV, Gibbs P, Rossi Saccarelli C, Daimiel I, Lo Gullo R, Fox MJ, Thakur S, Pinker K, Morris EA, Morrow M, Jochelson MS. Bitencourt AGV, et al. Among authors: gibbs p. EBioMedicine. 2020 Nov;61:103042. doi: 10.1016/j.ebiom.2020.103042. Epub 2020 Oct 8. EBioMedicine. 2020. PMID: 33039708 Free PMC article.
Radiomics and Machine Learning with Multiparametric Breast MRI for Improved Diagnostic Accuracy in Breast Cancer Diagnosis.
Daimiel Naranjo I, Gibbs P, Reiner JS, Lo Gullo R, Sooknanan C, Thakur SB, Jochelson MS, Sevilimedu V, Morris EA, Baltzer PAT, Helbich TH, Pinker K. Daimiel Naranjo I, et al. Among authors: gibbs p. Diagnostics (Basel). 2021 May 21;11(6):919. doi: 10.3390/diagnostics11060919. Diagnostics (Basel). 2021. PMID: 34063774 Free PMC article.
Differentiation between subcentimeter carcinomas and benign lesions using kinetic parameters derived from ultrafast dynamic contrast-enhanced breast MRI.
Onishi N, Sadinski M, Gibbs P, Gallagher KM, Hughes MC, Ko ES, Dashevsky BZ, Shanbhag DD, Fung MM, Hunt TM, Martinez DF, Shukla-Dave A, Morris EA, Sutton EJ. Onishi N, et al. Among authors: gibbs p. Eur Radiol. 2020 Feb;30(2):756-766. doi: 10.1007/s00330-019-06392-5. Epub 2019 Aug 29. Eur Radiol. 2020. PMID: 31468162 Free PMC article.
983 results