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Deep Learning and Radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer

Treatment of locally advanced rectal cancer involves chemoradiation, followed by total mesorectum excision. Complete response after chemoradiation is an accurate surrogate for long-term local control. Predicting complete response from pre-treatment features could represent a major step towards conse...

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Detalles Bibliográficos
Autores principales: Bibault, Jean-Emmanuel, Giraud, Philippe, Housset, Martin, Durdux, Catherine, Taieb, Julien, Berger, Anne, Coriat, Romain, Chaussade, Stanislas, Dousset, Bertrand, Nordlinger, Bernard, Burgun, Anita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6105676/
https://www.ncbi.nlm.nih.gov/pubmed/30135549
http://dx.doi.org/10.1038/s41598-018-30657-6