: Although numerous risk prediction models have been proposed, few such models have been developed using neural network-based survival analysis. We developed risk prediction models for three cardiovascular disease risk factors (diabetes mellitus, hypertension, and dyslipidemia) among a working-age population in Japan using DeepSurv, a deep feed-forward neural network.

中文翻译：

---

应用深度神经生存网络开发糖尿病、高血压和血脂异常的风险预测模型。


：虽然已经提出了许多风险预测模型，但很少有使用基于神经网络的生存分析来开发这样的模型。我们使用 DeepSurv（一种深度前馈神经网络）针对日本劳动年龄人口中的三种心血管疾病危险因素（糖尿病、高血压和血脂异常）开发了风险预测模型。