本住院患者诊疗数据集以入院记录、出院小结、医嘱、检验、手术记录及治疗转归等全流程资料为基础,围绕住院诊疗 AI 研发与临床研究需求执行全流程标准化处理。 数据清洗环节建立全链路质控规则,剔除诊疗链路断裂、核心字段缺失、记录逻辑矛盾的无效样本;校验诊断编码、医嘱与检验结果、手术记录与转归信息的对应一致性,过滤重复记录与异常值,保障数据完整合规。 数据加工阶段执行全量隐私脱敏,通过标识符替换、敏感字段
The emergence of electronic databases and information technology has reshaped drug information (DI) is accessed and provided. Generative Pre-trained Transformer (GPT)-4, has drawn attention for its po
Background and Aims: Patients with heart failure with reduced ejection fraction (HFrEF) are among the most challenging patients undergoing coronary artery bypass grafting surgery (CABG). Several surgi