Reflection on High-Quality Development of Smart Health Data
China's aging population is large in size and is growing rapidly,causing a huge gap in the geriatric care resources.The smart geriatric care service based on health data has become an effective means to solve the geriatric care problem in China.This study presents the concept and development status of smart geriatric care and analyzes the promotion effect of smart geriatric care data on the development of geriatric care services in China.Moreover,it categorizes the smart geriatric care data into active,indirect,and passive health data,and elaborates on the basic characteristics of the smart geriatric care data,including multiple collection scenarios and instantaneity,multi-modes and complexity,interconnection of interdisciplinary multi-source data,and increasing scale benefits.The development of smart geriatric care data in China now faces challenges regarding fusion of multi-source heterogeneous data,data security and privacy,and data use ethics.To support the high-quality development of smart geriatric care data in China,it is necessary to conduct the standardized collection,real-time transmission,and pre-processing of smart geriatric care data using the Internet of Things,realize data feature extraction and real-time computing through the artificial intelligence technology,and safeguard data security using the blockchain technology.Furthermore,recommendations are proposed from the aspects of data standards system,digital infrastructure,digital security and privacy protection,data sharing,and talent training mechanism.
smart health datadigital healthcaredata elementsdatabasesdata ethics
万方数据
维普
