IASO

IASO知识图谱基于DO，IDO，NCBI，HPO和DrugBank等数据库，以及在线百科，权威医学文献等高质量医学数据资源构建而成的。 涵盖507种传染病及其治疗方法，332个不同的感染部位，936种系统相关症状，371种并发症，838,407种细菌，341种抗生素及其介绍，1,504对抗生素和细菌之间的反应速率（抗菌谱），431对药物相互作用关系，以及86对抗生素特异性群体的禁忌关系。The IASO Knowledge Graph is constructed using high-quality medical data resources, including databases such as DO, IDO, NCBI, HPO, and DrugBank, as well as online encyclopedias and authoritative medical literature. It covers 507 infectious diseases and their treatment methods, 332 distinct infection sites, 936 system-related symptoms, 371 complications, 838,407 bacterial species, 341 antibiotics and their introductions, 1,504 pairs of reaction rates (antimicrobial spectra) between antibiotics and bacteria, 431 pairs of drug interaction relationships, and 86 pairs of contraindication relationships between antibiotics and specific populations.

搜集汇总

背景与挑战

背景概述

IASO是一个传染病-抗生素推理与决策支持知识图谱，基于DO、IDO、NCBI、HPO、DrugBank等权威医学数据资源构建，涵盖507种传染病、341种抗生素及相关治疗、症状、并发症和细菌数据。该数据集以大规模、结构化方式整合了感染部位、抗菌谱、药物相互作用和禁忌关系，为传染病诊断和抗生素决策提供全面支持。