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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266861/
https://www.ncbi.nlm.nih.gov/pubmed/34238968
http://dx.doi.org/10.1038/s41598-021-93592-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8266861/
https://www.ncbi.nlm.nih.gov/pubmed/34238968
http://dx.doi.org/10.1038/s41598-021-93592-z

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