Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs

The dynamic contrast-enhanced MR imaging plays a crucial role in evaluating the effectiveness of neoadjuvant chemotherapy (NAC) even since its early stage through the prediction of the final pathological complete response (pCR). In this study, we proposed a transfer learning approach to predict if a...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Comes, Maria Colomba, Fanizzi, Annarita, Bove, Samantha, Didonna, Vittorio, Diotaiuti, Sergio, La Forgia, Daniele, Latorre, Agnese, Martinelli, Eugenio, Mencattini, Arianna, Nardone, Annalisa, Paradiso, Angelo Virgilio, Ressa, Cosmo Maurizio, Tamborra, Pasquale, Lorusso, Vito, Massafra, Raffaella
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8266861/
https://ncbi.nlm.nih.gov/pubmed/34238968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-93592-z
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