Esophageal Cancer Markov Chain Simulation Model (ECM)
收藏arXiv2025-09-30 收录
下载链接：
https://simopt.github.io/ECSim
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资源简介：
该数据集由ECM模拟器生成，它根据不同的协变量为质量调整生命年（QALYs）产生患者数据。每个协变量包含10,000个响应，且该模拟器支持无限次采样。在规模上，训练集包含20,000个协变量，验证集和测试集各有200个协变量。任务是对质量调整生命年进行模拟。
This dataset is generated by the ECM simulator, which produces patient-level data for quality-adjusted life years (QALYs) based on various covariates. Each covariate includes 10,000 response instances, and the simulator supports unlimited sampling. In terms of dataset scale, the training set contains 20,000 covariates, while the validation and test sets each hold 200 covariates. The task of this dataset is to simulate quality-adjusted life years.
提供机构：
Hong et al. (2023)
