DatasetsOverview
InsuranceSettlement与 DIP/DRG DatasetsisChangsha Langhui Information Technology Co., Ltd.Leveraging DataAssetsAPI PlatformInsurance payment knowledge baseData库。汇集 1000 10K+records of de-identified medical insurance settlement statements from the insurance settlement system、DIP Disease TypeGrouping与 DRG GroupingEncodingData,CoverageInsurance catalogEncoding、Pharmaceutical/ProjectName、PaymentStandard、限制使用范围、就医Type、Cost构成等全维度Fields,Supports intelligent insurance claim review、DIP/DRG PaymentForecast与MedicalServicePriceAnalysis。
| DatasetsName | InsuranceSettlement与 DIP/DRG Datasets |
| DataTotal | 1000 10K+entries InsuranceSettlementRecord |
| CoverageType | 城TownEmployeeInsurance、城乡ResidentInsurance、大病保险SettlementData |
| DIP Disease Type | 按Disease Typemin值付费(DIP)GroupingEncoding与min值Data全Coverage |
| DRG Grouping | CHS-DRG 1.2ed.GroupingEncoding、相对Weight与RateData |
| SourceData | InsuranceSettlementSystemDe-identificationData、NHSA publicly available catalogs、Local insurance bureau public noticesData |
| DataType | 结构化 JSON + CSV Export + API 接口 |
| FieldsCoverage | 14+ 核心维度,涵盖Catalog/Grouping/SettlementFull-chain |
| 就医Type | Inpatient、Outpatient慢特病、普通Outpatient、Pharmacy购药全Coverage |
Fields维度体系
DatasetsBy insurance information businessEncodingStandardOrganization,CoverageInsurance catalog、Payment方式、SettlementThree core modules: catalog。
| 维度大types | Field Count | 典型Fields | Value Tier |
|---|---|---|---|
| Insurance catalog | 6 | Insurance catalogEncoding(YBEncoding)、Pharmaceutical/Diagnosis & TreatmentProject/Consumed材Name、剂型、Specification、InsurancePaymentStandard、甲Category B标识 | 基础Catalog |
| 限制使用 | 4 | 限制使用范围(限适应症/限Hospitallevel别/限Payment天数)、单times最大用量、yr度Limited、先row自付比cases | Payment规则 |
| DIPGrouping | 6 | DIPDisease TypeGroupingEncoding、Disease TypeName、min值、Settlement点值、入组entries件(主要Diagnosis+主要操作组合)、并发症Merge症细min | DIP核心 |
| DRGGrouping | 8 | DRGGroupingEncoding(MDC+ADRG+DRG)、DRGName、相对Weight(RW)、Rate、平均Inpatientday、高低x率界限、排除DiagnosisEncoding | DRG核心 |
| Settlement清单 | 10 | Settlement清单No.、就医Type(Inpatient/Outpatient/Pharmacy)、主要DiagnosisICDEncoding、OtherDiagnosisICDEncoding、Surgery操作ICD-9-CM-3Encoding、Admissionday期、Dischargeday期、实际Inpatient天数、VisitInstitutionlevel别、VisitInstitutionType | 清单核心 |
| Cost构成 | 10 | Medical总Cost、Insurance统筹Payment、大病保险Payment、Medical救助Payment、人自付(自付一+自付二)、人自费、Pharmaceutical费、Examination费、Treatment费、Consumed材费 | CostAnalysis |
| VisitInstitution | 4 | InstitutionName(De-identification)、Institutionlevel别(Level 3/Level 2/Level 1/Unclassified)、InstitutionType(综合/Associate Degree/Traditional Chinese Medicine/Community)、所在地City | Institution画像 |
| Metadata | 6 | Data收录day期、最近Update Date、Data Source、De-identification方法、Quality评level、完整度Rating | Quality Management |
De-identification JSON Data样cases
以下为经严格De-identificationProcessing的InsuranceSettlement JSON 样cases,DIP/DRG Groupingand expense structure fully preserved。
{
"claim_id": "CLM-2025-D8F3K2S7M1",
"insurance_type": "城TownEmployee基本Medical保险",
"admission_date": "2025-03-12",
"discharge_date": "2025-03-19",
"actual_los_days": 7,
"institution_level": "Level 3",
"institution_type": "综合Hospital",
"primary_diagnosis": "J15.902",
"primary_diagnosis_name": "Community获得性肺炎,非Critical Care",
"procedures": ["03.3101"],
"drg": {
"mdc": "ES1",
"adrg": "ES1",
"drg_code": "ES13",
"drg_name": "RespirationSystemInfection/Inflammation,伴Merge症与并发症",
"relative_weight": 0.85,
"base_rate": 12000.00
},
"expenses": {
"total_cny": 8235.40,
"yibaotongchou_cny": 5432.10,
"dabing_cny": 0,
"yiliaojiuzhu_cny": 0,
"gerenzifu_cny": 2103.30,
"gerenzifei_cny": 700.00,
"drug_cny": 2450.00,
"exam_cny": 1800.00,
"treatment_cny": 2785.40,
"consumable_cny": 1200.00
},
"dip": {
"dip_group_code": "J15.9-ZZ",
"dip_group_name": "细菌性肺炎-Inpatient",
"score": 78.2,
"settlement_point_value": 85.50
},
"version": "2025Q1",
"quality_score": 97.5,
"anonymization": "K-匿名化(k≥5)+差min隐私(ε=1.0)"
}AI Application Scenario
Intelligent insurance review AI
Insurance catalogEncoding+限制使用范围+PaymentStandardDataTrainingIntelligent insurance reviewModel,AchievePrescription/Medical Order自动Compliance审核与Over Limit预警。
DIP/DRG PaymentForecast
DIP min值+DRG Weight+Cost构成DataTrainingPaymentForecastModel,Supports insurance fund actuarial analysis and hospital cost control。
MedicalServicePriceAnalysis
Pharmaceutical/Diagnosis & TreatmentProjectPaymentStandard+历史中标价DataTrainingPriceMonitoringModel,辅助MedicalServicePrice动态调整。
Insurance欺诈Detection
Settlement清单+就医Type+Cost构成DataTrainingAbnormal模式RecognitionModel,Achieve欺诈骗保Behavior智能Detection。
Hospital运营DecisionSupport
DRG Grouping+平均Inpatientday+Cost结构DataTrainingHospital运营AnalysisModel,Supporting department performance evaluation and resourcesConfigureOptimization。
minlevelDiagnosis & Treatment效果Assessment
VisitInstitutionlevel别+Diagnosis+CostDataTrainingminlevelDiagnosis & Treatment效果Model,Assessment基tier首诊率与Referral合理性。
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