Identification and validation of a machine learning model of complete response to radiation in rectal cancer reveals immune infiltrate and TGFβ as key predictors

Author:

Domingo EnricORCID,Rathee SanjayORCID,Blake Andrew,Samuel LeslieORCID,Murray Graeme,Sebag-Montefiore David,Gollins Simon,West Nicholas,Begum Rubina,Richman Susan,Quirke Phil,Redmond Keara,Chatzipli Aikaterini,Barberis AlessandroORCID,Hassanieh Sylvana,Mahmood Umair,Youdell Michael,McDermott Ultan,Koelzer Viktor,Leedham Simon,Tomlinson Ian,Dunne Philip,Blake Andrew,Buffa Francesca,Domingo Enric,Higgins Geoffrey,Holmes Christopher,Koelzer Viktor,Leedham Simon,Maughan Timothy,McKenna Gillies,Robineau James,Tomlinson Ian,Youdell Michael,Quirke Philip,Richman Susan,Sebag-Montefiore David,Seymour Matthew,West Nicholas,Dunne Philip,Kennedy Richard,Lawler Mark,Redmond Keara,Salto-Tellez Manuel,Campbell Peter,Chatzipli Aikaterini,Hardy Claire,McDermott Ultan,Bach Simon,Beggs Andrew,Cazier Jean-Baptiste,Middleton Gary,Morton Dion,Whalley Celina,Brown Louise,Kaplan Richard,Murray Graeme,Wilson Richard,Adams Richard,Sullivan Richard,Samuel Leslie,Harkin Paul,Walker Steven,Hill Jim,Wu Chieh-Hsi,Horgan Dennis,Buffa Francesca M.,Maughan Timothy S.ORCID

Publisher

Elsevier BV

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