Predicting rheumatoid arthritis progression from seronegative undifferentiated arthritis using machine learning: a deep learning model trained on the KURAMA cohort and externally validated with the ANSWER cohort
利用机器学习预测血清阴性未分化关节炎进展为类风湿性关节炎:基于 KURAMA 队列训练并使用 ANSWER 队列进行外部验证的深度学习模型
期刊:Arthritis Research & Therapy
影响因子:4.6
doi:10.1186/s13075-025-03541-8
Fujii, Takayuki; Murata, Koichi; Kohjitani, Hirohiko; Onishi, Akira; Murakami, Kosaku; Tanaka, Masao; Yamamoto, Wataru; Nagai, Koji; Yoshikawa, Ayaka; Etani, Yuki; Okita, Yasutaka; Yoshida, Naofumi; Amuro, Hideki; Okano, Tadashi; Ueda, Yo; Okano, Takaichi; Hara, Ryota; Hashimoto, Motomu; Morinobu, Akio; Matsuda, Shuichi