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Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: A preliminary report

INTRODUCTION: The role of prophylactic inguinal irradiation (PII) in the treatment of anal cancer patients is controversial. We developped an innovative algorithm based on the Machine Learning (ML) allowing the tailoring of the prescription of PII. RESULTS: Once verified on the independent testing s...

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Podrobná bibliografie
Vydáno v:Oncotarget
Hlavní autoři: De Bari, Berardino, Vallati, Mauro, Gatta, Roberto, Lestrade, Laëtitia, Manfrida, Stefania, Carrie, Christian, Valentini, Vincenzo
Médium: Artigo
Jazyk:Inglês
Vydáno: Impact Journals LLC 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5752460/
https://ncbi.nlm.nih.gov/pubmed/29312547
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18632/oncotarget.10749
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