DatasetsOverview
Pharmaceutical Structured DatasetisChangsha Langhui Information Technology Co., Ltd.Leveraging DataAssetsAPI Platform构建的ChinaPharmaceutical知识Data库。汇集 500 10K+entries来自 NMPA PharmaceuticalRegisterData库、Chinese Pharmacopoeia、Structured pharmaceutical information from drug label filings and real-world medication data,CoveragePharmaceuticalFull Lifecycle——从Register审批、生产流通到ClinicalApplications and pharmacovigilance,SupportDrug研发 AI、Clinical合理用药Decision与Drug安全Monitoring。
| DatasetsName | Pharmaceutical Structured Dataset |
| DataTotal | 500 10K+entries PharmaceuticalRecord |
| Pharmaceuticaltypes别 | 西药(Chemical Drug/生物制品)、Chinese Patent Medicine、民族药全Coverage |
| ATC Classification | Coverage ATC 5 levelClassification体系(解剖学-Treatment学-药理学-Chemical-Chemical物质) |
| SourceData | NMPA PharmaceuticalRegisterData库、Chinese Pharmacopoeia(ChP)、Drug Label FilingInfo、Real-world Medication Data |
| PrescriptionType | Prescription药(RX)、非Prescription药(OTC-甲types/Category B)、Anesthesiology/PsychiatricComplete drug controlled categoriesCoverage |
| DataType | 结构化 JSON + PharmaceuticalExplanation书Text + Clinical TrialsIndex |
| FieldsCoverage | 15+ 核心维度,涵盖通用名/Merchandise名/剂型/Specification/ATCClassification/适应症/用法用量/不良反应/相互作用/禁忌/药理Classification/Approval Number/Manufacturer/PharmaceuticalExplanation书Text/Clinical Trials阶segment |
| FormatOutput | 结构化 JSON + CSV Export + API 接口 |
Fields维度体系
Datasets按 NMPA Registration Category与 ATC Encoding体系Organization,CoveragePharmaceuticalRegister、ClinicalFull-chain security。
| 维度大types | Field Count | 典型Fields | Value Tier |
|---|---|---|---|
| Pharmaceutical标识 | 8 | Pharmaceutical通用名(INN/中文通用名)、Merchandise名/品牌名、Approval Number(国药准字)、Registration Category(化药1-5types/生物制品/TCM)、NMPARegisterStatus(Approved/再Register/Deactivate) | 基础标识 |
| ATCClassification | 6 | ATCEncoding1-5level、解剖学大types、Treatment学亚types、药理学亚types、Chemical亚types、Chemical物质tierName | Classification体系 |
| 剂型Specification | 8 | 剂型(Tablet/Capsule/Injection剂/Oral液/软膏等)、Specification(含量/Concentration)、给药途径(Oral/Intravenous/Muscle/Topical等)、包装材料、贮藏entries件、Validity Period | 药学Attribute |
| 适应症 | 6 | 适应症(NMPAApproved)、超Explanation书适应症(文献Support)、适应症ICD-11Encoding、Target Population(Adults/Children/Elderly)、禁忌证、Use with Caution情况 | Clinical Indications |
| 用法用量 | 10 | 用法用量(Adults常规/Children/Elderly/Dose adjustment for hepatic/renal impairment)、给药频times、最大day剂量、疗程、服用hr间(餐前/餐后/Fasting)、给药速度(Injection剂)、溶媒要求 | 用药指导 |
| Security | 12 | 不良反应(Common/偶见/罕见)、Adverse reaction incidence rate、严重不良反应(SAE)、Drug interactions(DDI)、DDI严重程度/机制、禁忌Drug联用、Special population dosing(妊娠/Lactation/Children/Elderly)、Overdose management | 安全警戒 |
| 药理毒理 | 8 | 药理Classification(NMPA/ATC)、作用机制(MoA)、Target/受体、Pharmacokinetic parameters(Tmax/Cmax/AUC/t1/2/Protein结合率)、毒理研究Summary | 药理基础 |
| Explanation书Text | 6 | PharmaceuticalExplanation书全文Text、修订day期、Explanation书Version Number、Explanation书pg数、核心FieldsStructured extraction confidence、Explanation书OCR原文Index | 全文资产 |
| Clinical Trials | 8 | Clinical Trials登记No.(NMPA/CDE)、试验min期(I/II/III/IV/BE)、试验Status、适应症、申办方、主要终点、入组cases数、试验Doneday期 | 研发证据 |
| Manufacturer | 6 | ManufacturerName、Manufacturing Address、GMP证书编No.、EnterpriseType(原研/仿制/进口)、Marketing Authorization Holder(MAH)、Contact方式(De-identification) | 溯源Info |
| Metadata | 6 | Data收录day期、最近Update Date、Data Source、Quality评level、完整度Rating、Version Number | Quality Management |
De-identification JSON Data样cases
以下为经De-identificationStructured drug data processed JSON 样cases,核心Fields完整保留。
{
"drug_id": "DRUG-2025-A8T3V2S6R1",
"generic_name": "Atorvastatin Calcium Tablets",
"generic_name_en": "Atorvastatin Calcium Tablets",
"brand_names": ["立普妥","Lipitor"],
"approval_number": "国药准字HXXXXXXXX",
"drug_category": "Chemical Drug品",
"registration_class": "化药4types(仿制药)",
"rx_type": "RX(Prescription药)",
"atc": {
"code": "C10AA05",
"level1": "C CardiovascularSystem",
"level2": "C10 Blood Lipids调Sec.剂",
"level3": "C10A Blood Lipids调Sec.剂,单方",
"level4": "C10AA HMG-CoA还原酶抑Formulation",
"level5": "C10AA05 atorvastatin"
},
"dosage_form": "Tablet",
"strength": "20mg",
"route": "Oral",
"indications": {
"approved": ["Primary hypercholesterolemia","Mixed hyperlipidemia","Homozygous familial hypercholesterolemia"],
"icd_codes": ["5C80.00","5C80.2"]
},
"administration": {
"adult_usual": "10-20mg,每day1times",
"max_daily": "80mg",
"timing": "Not affected by meals,任意hr间服用"
},
"adverse_effects": {
"common": ["肌痛","Joint痛","Diarrhea","Digestive不良","鼻咽炎","ALTElevated"],
"serious": ["Rhabdomyolysis","肝Injury","肌病"]
},
"interactions": [
{"drug":"环孢素","severity":"禁忌","mechanism":"OATP1B1转运体抑制"},
{"drug":"克拉霉素","severity":"Use with Caution(≤20mg)","mechanism":"CYP3A4强效抑制"}
],
"contraindications": ["活动性肝病","TransaminasePersistentElevated超过Normal上限3x","妊娠及Lactation期"],
"pharmacology": {
"class": "HMG-CoA还原酶抑Formulation",
"mechanism": "竞争性抑制HMG-CoA还原酶,Reduces endogenous cholesterol synthesis",
"pk": {"tmax_h":1.5,"half_life_h":14,"protein_binding":"≥98%"}
},
"manufacturer": {"name":"Pfizer Inc.","mah":"辉瑞Company","gmp":"国药准字GMPXXXXXX"},
"package_insert_update": "2024-06-15",
"version": "2025Q2",
"quality_score": 99.2
}AI Application Scenario
合理用药 AI Decision
50010K+Pharmaceutical适应症+用法用量+Interaction data training for rational drug useAIModel,AchievePrescription审核、Off-label drug use identification and individualized dosing regimen recommendation。
Drug警戒(PV)信No.挖掘
不良反应+DDI+SAEDataTrainingDrugSecurity信No.挖掘Model,Supports post-market pharmacovigilance、Adverse event causality assessmentAssessment与再评价。
Drug研发情报
ATCClassification+Clinical Trials+Approval NumberDataTrain drug R&D competitive intelligence models,Support管线Analysis、TargetTrackingMarket landscape analysis。
PharmaceuticalExplanation书智能结构化
PharmaceuticalExplanation书全文Text+核心Fields抽取TrainingNLPModel,AchieveAutomated structuring and key information extraction from drug labels。
Insurance谈判辅助Decision
Approval Number+适应症+Clinical Trials+ATCClassificationDataTrainingInsurance谈判DecisionSupportModel,辅助Pharmaceutical价值Assessment与定价。
抗生素Mgmt(AMS)
抗生素+抗菌谱+Microbiological susceptibility+DDIDataTraining抗菌DrugMgmtModel,Supports empirical therapyRecommendation与耐药Monitoring。
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