---
type: CKG Bundle
title: Modeling Healthcare Data
tags: [Healthcare & Life Sci]
timestamp: 2026-06-18T00:00:00Z
ckg:
  id: modeling-healthcare-data
  nodes: 200
  license: CC BY 4.0
---

# Modeling Healthcare Data — Compressed Knowledge Graph

```csv
ConceptID,ConceptLabel,TaxonomyID
1,Graph Theory Basics,FOUND
2,Node,FOUND
3,Edge,FOUND
4,Graph Database,FOUND
5,Labeled Property Graph,FOUND
6,Node Property,FOUND
7,Edge Property,FOUND
8,Directed Graph,FOUND
9,Directed Acyclic Graph,FOUND
10,Graph Traversal,FOUND
11,Graph Path,FOUND
12,Graph Query,FOUND
13,Relational Database,FOUND
14,Database Schema,FOUND
15,Data Model,FOUND
16,Healthcare System,HCARE
17,Healthcare Cost,HCARE
18,Per-Person Healthcare Cost,HCARE
19,Fee-For-Service Model,HCARE
20,Value-Based Care,HCARE
21,Healthcare Payer,HCARE
22,Healthcare Provider,HCARE
23,Healthcare Patient,HCARE
24,Electronic Health Record,HCARE
25,Medical Coding System,HCARE
26,ICD Code,HCARE
27,CPT Code,HCARE
28,HCPCS Code,HCARE
29,Drug Code,HCARE
30,Medical Terminology,HCARE
31,Clinical Workflow,HCARE
32,Patient Demographics,HCARE
33,Medical Encounter,HCARE
34,Healthcare Interoperability,HCARE
35,Healthcare Data Exchange,HCARE
36,Cypher Query Language,GTECH
37,GQL Standard,GTECH
38,GSQL,GTECH
39,Graph Pattern Matching,GTECH
40,Graph Query Optimization,GTECH
41,Graph Index,GTECH
42,Query Performance,GTECH
43,Path Query,GTECH
44,Subgraph Query,GTECH
45,Aggregate Query,GTECH
46,Patient Record,PAT
47,Patient ID,PAT
48,Patient History,PAT
49,Disease,PAT
50,Medical Condition,PAT
51,Symptom,PAT
52,Diagnosis,PAT
53,Treatment Plan,PAT
54,Prescription,PAT
55,Medication,PAT
56,Dosage,PAT
57,Drug Interaction,PAT
58,Adverse Event,PAT
59,Allergy,PAT
60,Immunization,PAT
61,Lab Test,PAT
62,Lab Result,PAT
63,Vital Sign,PAT
64,Care Plan,PAT
65,Treatment Timeline,PAT
66,Patient Journey,PAT
67,Chronic Disease Management,PAT
68,Preventive Care,PAT
69,Patient Outcome,PAT
70,Quality of Life Metric,PAT
71,Primary Care Provider,PROV
72,Specialist Provider,PROV
73,Hospital,PROV
74,Clinic,PROV
75,Outpatient Facility,PROV
76,Inpatient Care,PROV
77,Emergency Department,PROV
78,Provider Network,PROV
79,Provider Schedule,PROV
80,Appointment,PROV
81,Referral,PROV
82,Provider Credential,PROV
83,Medical License,PROV
84,Board Certification,PROV
85,Provider Rating,PROV
86,Provider Capacity,PROV
87,Provider Specialization,PROV
88,Hospital Department,PROV
89,Care Team,PROV
90,Multidisciplinary Team,PROV
91,Provider Performance,PROV
92,Clinical Guideline,PROV
93,Best Practice,PROV
94,Evidence-Based Medicine,PROV
95,Clinical Protocol,PROV
96,Insurance Claim,PAYER
97,Claim Processing,PAYER
98,Claim Adjudication,PAYER
99,Claim Denial,PAYER
100,Claim Dispute,PAYER
101,Insurance Policy,PAYER
102,Coverage,PAYER
103,Benefit Plan,PAYER
104,Copayment,PAYER
105,Deductible,PAYER
106,Out-Of-Pocket Maximum,PAYER
107,Premium,PAYER
108,Formulary,PAYER
109,Formulary Rule,PAYER
110,Pharmacy Benefit Manager,PAYER
111,Prior Authorization,PAYER
112,Utilization Review,PAYER
113,Medical Necessity,PAYER
114,Allowed Amount,PAYER
115,Reimbursement,PAYER
116,Healthcare Cost Analysis,FIN
117,Revenue Cycle,FIN
118,Billing Code,FIN
119,Charge Master,FIN
120,Cost Of Care,FIN
121,Revenue,FIN
122,Profitability,FIN
123,Operating Margin,FIN
124,Payer Mix,FIN
125,Contract Negotiation,FIN
126,Provider Compensation,FIN
127,Capitation,FIN
128,Risk Adjustment,FIN
129,Quality Metric,FIN
130,Value-Based Payment,FIN
131,Healthcare Fraud,FRAUD
132,Fraud Detection,FRAUD
133,Waste In Healthcare,FRAUD
134,Abuse Detection,FRAUD
135,Upcoding,FRAUD
136,Unbundling,FRAUD
137,Phantom Billing,FRAUD
138,Duplicate Claim,FRAUD
139,Kickback Scheme,FRAUD
140,Referral Network Analysis,FRAUD
141,Community Detection,FRAUD
142,Anomaly Detection,FRAUD
143,Behavioral Health Fraud,FRAUD
144,DME Fraud,FRAUD
145,Provider Network Fraud,FRAUD
146,Graph Algorithm,ANAL
147,Shortest Path Algorithm,ANAL
148,Centrality Measure,ANAL
149,Pagerank Algorithm,ANAL
150,Betweenness Centrality,ANAL
151,Degree Centrality,ANAL
152,Clustering Coefficient,ANAL
153,Connected Components,ANAL
154,Cycle Detection,ANAL
155,Graph Pattern Recognition,ANAL
156,Similarity Measure,ANAL
157,Link Prediction,ANAL
158,Graph Embedding,ANAL
159,Node Embedding,ANAL
160,Graph Neural Network,ANAL
161,Artificial Intelligence,AI
162,Machine Learning,AI
163,Large Language Model,AI
164,Vector Store,AI
165,Vector Embedding,AI
166,Semantic Search,AI
167,RAG Architecture,AI
168,Knowledge Graph,AI
169,Graph And LLM Integration,AI
170,Clinical Decision Support,AI
171,Clinical Discovery,AI
172,Recommendation System,AI
173,Predictive Analytics,AI
174,Risk Stratification,AI
175,Population Health Analytics,AI
176,HIPAA,SEC
177,Protected Health Information,SEC
178,Data Privacy,SEC
179,Data Security,SEC
180,Access Control,SEC
181,Role-Based Access Control,SEC
182,Authentication,SEC
183,Authorization,SEC
184,Audit Trail,SEC
185,De-Identification,SEC
186,Metadata Management,GOV
187,Data Lineage,GOV
188,Data Provenance,GOV
189,Data Quality,GOV
190,Data Traceability,GOV
191,Data Governance Framework,GOV
192,Master Data Management,GOV
193,Data Stewardship,GOV
194,Explainability,GOV
195,Transparency,GOV
196,Capstone Project,CAP
197,Project Presentation,CAP
198,Graph Career Path,CAP
199,Healthcare Analytics Platform,CAP
200,Real-World Implementation,CAP
```

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