BriefGPT.xyz
Jun, 2023
学习在时间上预测治疗结果时考虑信息采样
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time
HTML
PDF
Toon Vanderschueren, Alicia Curth, Wouter Verbeke, Mihaela van der Schaar
TL;DR
本研究利用神经CDEs提出了一种基于所谓“关键性采样”的治疗结果预测框架,并证明在实践应用中该方法的有效性。
Abstract
machine learning
(ML) holds great potential for accurately forecasting
treatment outcomes
over time, which could ultimately enable the adoption of more individualized treatment strategies in many practical applic
→