杭州市第一人民医院2021年-2025年脓毒血症专病数据集

该数据集为杭州市第一人民医院在重症患者诊疗服务过程中产生，覆盖2021–2025年脓毒症全周期诊疗信息，含诊断、感染灶、病原体、器官功能、治疗干预及预后等字段，数据形态为结构化、标准化、可追溯的高颗粒度临床数据。可用于脓毒症早期预警、精准抗感染、器官支持策略优化、耐药菌管理等科研与临床决策场景，助力构建区域脓毒症大数据平台，支撑多中心临床研究、AI模型训练及公共卫生政策制定。This dataset was generated by the First People's Hospital of Hangzhou during the diagnosis and treatment of critically ill patients. It covers the full-cycle diagnosis and treatment information of sepsis from 2021 to 2025, including fields such as diagnosis, infectious foci, pathogens, organ function, therapeutic interventions, and prognosis. The data is structured, standardized, traceable, high-granularity clinical data. It can be applied to research and clinical decision-making scenarios including sepsis early warning, precise anti-infective therapy, optimization of organ support strategies, and drug-resistant bacteria management, helping to build a regional big data platform for sepsis, and supporting multi-center clinical research, AI model training, and public health policy formulation.

搜集汇总

背景与挑战

背景概述

该数据集包含杭州市第一人民医院2021至2025年脓毒血症患者的全周期诊疗结构化数据，涵盖诊断、治疗及预后等关键字段，适用于临床研究、AI模型开发和医疗决策支持。