Shanghai healthcare data moves from aggregation to operations, with three types of scenarios—real-world research, health insurance, and clinical agents—reaching scale
Shanghai has built a health data platform that collects and integrates more than 140 billion records from over 400 major public medical and health institutions across the city, and has cumulatively completed out-of-domain delivery of 18 data products in the commercial insurance sector. Liu Xiao, head of data operations at Shanghai Data Resources Operations Co., Ltd., said that three types of scenarios—real-world research, health insurance restructuring, and clinical agents—already meet the conditions for large-scale development and utilization, and that development follows a model in which data does not leave its domain and only scoring reports, labels, and interfaces are delivered. The current bottlenecks have shifted to who supplies the data, who gets a share of the revenue, and how to sustain it. Shanghai's next step will be to clarify the revenue-sharing mechanism, establish a due-diligence exemption framework, and promote scenario standardization.
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