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AI-enhanced breast imaging: Where are we and where are we heading?
Bitencourt A, Daimiel Naranjo I, Lo Gullo R, Rossi Saccarelli C, Pinker K. Bitencourt A, et al. Among authors: rossi saccarelli c. Eur J Radiol. 2021 Sep;142:109882. doi: 10.1016/j.ejrad.2021.109882. Epub 2021 Jul 30. Eur J Radiol. 2021. PMID: 34392105 Free PMC article. Review.
Improved characterization of sub-centimeter enhancing breast masses on MRI with radiomics and machine learning in BRCA mutation carriers.
Lo Gullo R, Daimiel I, Rossi Saccarelli C, Bitencourt A, Gibbs P, Fox MJ, Thakur SB, Martinez DF, Jochelson MS, Morris EA, Pinker K. Lo Gullo R, et al. Among authors: rossi saccarelli c. Eur Radiol. 2020 Dec;30(12):6721-6731. doi: 10.1007/s00330-020-06991-7. Epub 2020 Jun 27. Eur Radiol. 2020. PMID: 32594207 Free PMC article.
MRI background parenchymal enhancement, fibroglandular tissue, and mammographic breast density in patients with invasive lobular breast cancer on adjuvant endocrine hormonal treatment: associations with survival.
Lo Gullo R, Daimiel I, Rossi Saccarelli C, Bitencourt A, Sevilimedu V, Martinez DF, Jochelson MS, Morris EA, Reiner JS, Pinker K. Lo Gullo R, et al. Among authors: rossi saccarelli c. Breast Cancer Res. 2020 Aug 20;22(1):93. doi: 10.1186/s13058-020-01329-z. Breast Cancer Res. 2020. PMID: 32819432 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: rossi saccarelli c. EBioMedicine. 2020 Nov;61:103042. doi: 10.1016/j.ebiom.2020.103042. Epub 2020 Oct 8. EBioMedicine. 2020. PMID: 33039708 Free PMC article.
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: rossi saccarelli c. 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.
Regional Lymph Node Involvement Among Patients With De Novo Metastatic Breast Cancer.
Bitencourt A, Rossi Saccarelli C, Morris EA, Flynn J, Zhang Z, Khan A, Gillespie E, Cahlon O, Mueller B, Cuaron JJ, McCormick B, Powell SN, Plitas G, Razavi P, Pinker K, Riedl CC, Sutton EJ, Braunstein LZ. Bitencourt A, et al. Among authors: rossi saccarelli c. JAMA Netw Open. 2020 Oct 1;3(10):e2018790. doi: 10.1001/jamanetworkopen.2020.18790. JAMA Netw Open. 2020. PMID: 33034638 Free PMC article.
Contrast-Enhanced Mammography for Screening Women after Breast Conserving Surgery.
Gluskin J, Rossi Saccarelli C, Avendano D, Marino MA, Bitencourt AGV, Pilewskie M, Sevilimedu V, Sung JS, Pinker K, Jochelson MS. Gluskin J, et al. Among authors: rossi saccarelli c. Cancers (Basel). 2020 Nov 24;12(12):3495. doi: 10.3390/cancers12123495. Cancers (Basel). 2020. PMID: 33255412 Free PMC article.
Radiologist-Level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans.
Hirsch L, Huang Y, Luo S, Rossi Saccarelli C, Lo Gullo R, Daimiel Naranjo I, Bitencourt AGV, Onishi N, Ko ES, Leithner D, Avendano D, Eskreis-Winkler S, Hughes M, Martinez DF, Pinker K, Juluru K, El-Rowmeim AE, Elnajjar P, Morris EA, Makse HA, Parra LC, Sutton EJ. Hirsch L, et al. Among authors: rossi saccarelli c. Radiol Artif Intell. 2021 Dec 15;4(1):e200231. doi: 10.1148/ryai.200231. eCollection 2022 Jan. Radiol Artif Intell. 2021. PMID: 35146431 Free PMC article.
Preoperative breast MRI positively impacts surgical outcomes of needle biopsy-diagnosed pure DCIS: a patient-matched analysis from the MIPA study.
Cozzi A, Di Leo G, Houssami N, Gilbert FJ, Helbich TH, Álvarez Benito M, Balleyguier C, Bazzocchi M, Bult P, Calabrese M, Camps Herrero J, Cartia F, Cassano E, Clauser P, de Lima Docema MF, Depretto C, Dominelli V, Forrai G, Girometti R, Harms SE, Hilborne S, Ienzi R, Lobbes MBI, Losio C, Mann RM, Montemezzi S, Obdeijn IM, Aksoy Ozcan U, Pediconi F, Pinker K, Preibsch H, Raya Povedano JL, Rossi Saccarelli C, Sacchetto D, Scaperrotta GP, Schlooz M, Szabó BK, Taylor DB, Ulus SÖ, Van Goethem M, Veltman J, Weigel S, Wenkel E, Zuiani C, Sardanelli F. Cozzi A, et al. Among authors: rossi saccarelli c. Eur Radiol. 2023 Nov 24. doi: 10.1007/s00330-023-10409-5. Online ahead of print. Eur Radiol. 2023. PMID: 37999727 Free article.
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