风险模型

1、单因素cox+PCA模型

参考文献：Mast cell-based molecular subtypes and signature associated with clinical outcome in early-stage lung adenocarcinoma
2、随机森林+人工神经网络模型：Gene_Score* Gene_Weight

参考文献：A 23 gene–based molecular prognostic score precisely predicts overall survival of breast cancer patients

3、cox回归+PCA+CIHI

参考文献：Identification and validation of a combined hypoxia and immune index for triple-negative breast cancer
文献链接：10.1002/1878-0261.12747
4、常微分方程动态模型：


无免疫治疗与有免疫治疗
参考文献：A mathematical prognosis model for pancreatic cancer patients receiving immunotherapy
文献链接：DOI: 10.1016/j.jtbi.2016.06.021
5、分类和回归树+单因素cox

参考文献：A Hierarchical Prognostic Model for Risk Stratification in Patients With Early Breast Cancer According to 18 F-fludeoxyglucose Uptake and Clinicopathological Parameters
文献链接：DOI: 10.1002/cam4.1394
6、混合离散连续体（HDC）模型


参考文献：Mathematical Modeling of Cancer: The Future of Prognosis and Treatment
文献链接：DOI: 10.1016/j.cccn.2005.03.023
7、GuanRank+GPR

参考文献：Prognostic model for multiple myeloma progression integrating gene expression and clinical features
文献链接：DOI: 10.1093/gigascience/giz153
8、FPC+cox回归

参考文献：A prognostic model of Alzheimer’s disease relying on multiple longitudinal measures and time-to-event data

文献链接：DOI: 10.1016/j.jalz.2017.11.004

转自生信人

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