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Predictive Model of Objective Response to Nivolumab Monotherapy for Advanced Renal Cell Carcinoma by Machine Learning Using Genetic and Clinical Data: the SNiP-RCC Study.

Masaki Shiota, Shota Nemoto, Ryo Ikegami, Tokiyoshi Tanegashima,Leandro Blas,Hideaki Miyake,Masayuki Takahashi,Mototsugu Oya,Norihiko Tsuchiya,Naoya Masumori, Keita Kobayashi,Wataru Obara,Nobuo Shinohara,Kiyohide Fujimoto,Masahiro Nozawa,Kojiro Ohba,Chikara Ohyama,Katsuyoshi Hashine,Shusuke Akamatsu, Takanobu Motoshima,Koji Mita,Momokazu Gotoh,Shuichi Tatarano,Masato Fujisawa,Yoshihiko Tomita,Shoichiro Mukai,Keiichi Ito,Masatoshi Eto

JCO clinical cancer informatics（2025）

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