Identification and validation of a machine learning model of complete response to radiation in rectal cancer reveals immune infiltrate and TGFβ as key predictors
对直肠癌放射治疗完全反应的机器学习模型进行识别和验证,揭示了免疫浸润和TGFβ是关键预测因子。
期刊:EBioMedicine
影响因子:10.8
doi:10.1016/j.ebiom.2024.105228
Domingo, Enric; Rathee, Sanjay; Blake, Andrew; Samuel, Leslie; Murray, Graeme; Sebag-Montefiore, David; Gollins, Simon; West, Nicholas; Begum, Rubina; Richman, Susan; Quirke, Phil; Redmond, Keara; Chatzipli, Aikaterini; Barberis, Alessandro; Hassanieh, Sylvana; Mahmood, Umair; Youdell, Michael; McDermott, Ultan; Koelzer, Viktor; Leedham, Simon; Tomlinson, Ian; Dunne, Philip; Buffa, Francesca M; Maughan, Timothy S