Paediatric Intensive Care database

The Paediatric Intensive Care (PIC) database is a large paediatric-specific,
single-center, bilingual database comprising information relating to children
admitted to critical care units at a large children's hospital in China. The
database is de-identified and includes vital sign measurements, medications,
laboratory measurements, fluid balance recordings, diagnostic codes,
demographic information, and more. The data are publicly available after
credentialing, which includes completion of a training course on research with
human subjects and signing of a data use agreement mandating responsible
handling of the data and adherence to the principle of collaborative research.
The PIC database builds upon the success of the widely used MIMIC (Medical
Information Mart for Intensive Care) database, and extends the approach into
the field of paediatric critical care. The database has many unique
characteristics which support academic and industrial research including the
development of machine learning algorithms, clinical decision support tools,
quality improvement initiatives, and international data sharing.

搜集汇总

背景与挑战

背景概述

Paediatric Intensive Care database是一个大型、单中心、双语的儿科重症监护数据库，收录了中国一家儿童医院2010年至2018年间的儿科患者临床数据，包括生命体征、药物和实验室测量等信息。数据集基于MIMIC-III结构设计，提供中英文双语支持，访问需通过认证流程，旨在支持机器学习和临床研究。