Impact of Machine Learning with Multiparametric Magnetic Resonance Imaging of the Breast for Early Prediction of Response to Neoadjuvant Chemotherapy and Survival Outcomes in Breast Cancer Patients

PURPOSE: To assess the potential of machine learning with multiparametric MRI (mpMRI) for the early prediction of pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) and of survival outcomes in breast cancer patients. MATERIALS AND METHODS: This IRB-approved prospective study incl...

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Pubblicato in:Invest Radiol
Autori principali: Tahmassebi, Amirhessam, Wengert, Georg J, Helbich, Thomas H, Bago-Horvath, Zsuzsanna, Alaei, Sousan, Bartsch, Rupert, Dubsky, Peter, Baltzer, Pascal, Clauser, Paola, Kapetas, Panagiotis, Morris, Elizabeth A, Meyer-Baese, Anke, Pinker, Katja
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6310100/
https://ncbi.nlm.nih.gov/pubmed/30358693
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/RLI.0000000000000518
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