基于5種機(jī)器學(xué)習(xí)算法的抗腫瘤藥物Ⅰ期臨床試驗(yàn)用藥依從性現(xiàn)狀及其影響因素

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Status and influencing factors of medication compliance in phase Ⅰ clinical trials of antitumor drugs based on 5 machine learning algorithms

JIANG Qiulan，YIN Shujun，WANG Minling，HUANG QingxiaClinical Oncology School of Fujian Medical University/Fujian Cancer Hospital，F(xiàn)ujian 350014 ChinaCorresponding Author JIANG Qiulan，E-mail：[email protected]

Keywords machine learning;phase Ⅰ clinical trials;medication compliance;influencing factors;nursing

摘要 目的：探討參與抗腫瘤藥物Ⅰ期臨床試驗(yàn)受試者用藥依從性的現(xiàn)狀及影響因素，并運(yùn)用5種機(jī)器學(xué)習(xí)算法構(gòu)建預(yù)測模型，比較其預(yù)測性能。（剩余8005字）