HPV疫苗数据集

电子病历文本细项解析方法：首先对于病历文本数据，进行分层解析，将获取到的文本数据按事件流的方式进行拆解，根据需要解析的各项信息，有针对性的选取包含该信息的内容类别事件流，进一步行各项指标的细项结构化解析。
多维诊疗数据构建患者主索引：将患者数据特征向量定义为患者性别、住址、家族遗传病、过敏原等信息，使用DBSCAN算法，基于特征向量的密度，将密度相近的数据点划为同一个簇，将患者数据点进行聚类，每个聚类可以视为一个患者群体，作为主索引的标识。

Fine-grained Parsing Method for Electronic Medical Record Text: First, hierarchical parsing is performed on the collected electronic medical record text data. The acquired text data is decomposed into event streams. According to the specific information items to be parsed, the content category event streams containing the target information are selectively selected, followed by further fine-grained structured parsing of various indicators.

Patient Master Index Construction via Multi-dimensional Clinical Data: The feature vectors of patient data are defined using information such as patient gender, residential address, family genetic diseases, allergens and other relevant details. The DBSCAN algorithm is employed to cluster patient data points, grouping data points with similar feature vector densities into the same cluster. Each cluster can be regarded as a patient group, which acts as the identifier for the patient master index.

搜集汇总

数据集介绍

特点

HPV疫苗数据集包含21万条医疗记录，涵盖诊断、药品、检验等多维度信息，每月更新，适用于医疗研究和教学领域。