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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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Bibault, Jean-Emmanuel, Giraud, Philippe, Housset, Martin, Durdux, Catherine, Taieb, Julien, Berger, Anne, Coriat, Romain, Chaussade, Stanislas, Dousset, Bertrand, Nordlinger, Bernard, Burgun, Anita
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2018
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6105676/
https://ncbi.nlm.nih.gov/pubmed/30135549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-30657-6
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