DBbun/8414_Cerebral_Palsy_v1.0

Synthetic ROCS数据集是一个包含8,414名合成患者的完全合成数据集，模拟了Receipt of Optimal Care Score (ROCS)框架，包括事件序列、遵守概率和护理质量得分。该数据集旨在为测试儿科康复数据分析管道、练习纵向队列分析、教学或展示真实世界证据方法以及基准ROCS风格的评分框架提供一个无隐私参考队列。The Synthetic ROCS Dataset is a fully synthetic dataset containing 8,414 synthetic patients, simulating the Receipt of Optimal Care Score (ROCS) framework, including event sequences, adherence probabilities, and quality-of-care scores. This dataset is intended to provide a privacy-free reference cohort for testing analytic pipelines on pediatric rehabilitation data, practicing longitudinal cohort analysis, teaching or demonstrating real-world evidence methodologies, and benchmarking ROCS-style scoring frameworks.

搜集汇总

背景与挑战

背景概述

该数据集是一个完全合成的医疗数据集，模拟了8,414名脑瘫患者的Receipt of Optimal Care Score (ROCS)框架，用于评估儿科康复护理质量。它包含患者属性、纵向事件记录和护理分数，旨在提供无隐私风险的参考数据，支持分析管道测试、纵向队列分析和真实世界证据方法教学。数据集以CSV文件格式组织，强调不包含真实患者信息，适用于医疗保健和康复研究。