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Developer Use Cases - Hospital MVP

Document Purpose: This document defines detailed, granular developer use cases for the Hospital MVP. It breaks down complex pipelines into atomic, testable units while retaining full implementation details, error handling, and observability requirements.

Functional Groups

Use Case Quick Reference

ID Name Group Priority
ING-001 Receive HL7 Message Ingestion P0
ING-002 Validate HL7 Structure Ingestion P0
ING-003 Normalize Patient Identity Ingestion P0
ING-004 Parse Lab Results Ingestion P0
ING-005 Update Patient Bundle (Labs) Ingestion P0
ING-009 Detect Duplicate HL7 Messages Ingestion P0
ING-010 Persist Raw HL7 Payloads Ingestion P1
ING-011 Extract Visit Context Ingestion P1
ING-015 Receive HL7 Radiology Order (ORM) Ingestion P0
ING-016 Receive HL7 Radiology Result (ORU) Ingestion P0
ING-017 Receive HL7 Scheduling (SIU) Ingestion P1
ING-018 Receive HL7 Medication Orders (RDE) Ingestion P1
ING-019 Receive HL7 Immunization (VXU) Ingestion P2
ING-020 Handle HL7 Error ACKs (AE/AR) Ingestion P1
ING-006 Detect PACS File Drop Ingestion P0
ING-007 Validate Imaging Metadata Ingestion P0
ING-008 Resolve Imaging Assets Ingestion P0
ING-012 Detect CSV Batch Drop Ingestion P1
ING-013 Validate CSV Schema Ingestion P1
ING-014 Transform CSV Row Ingestion P1
IMG-009 Link Imaging Study to Patient Bundle Imaging P0
IMG-010 Update Patient Bundle (Imaging) Imaging P0
IMG-011 Generate Viewer Artifacts Imaging P1
IMG-012 DICOM Metadata Extraction Imaging P1
IMG-013 Publish Imaging Study Event Imaging P1
IMG-014 Radiology Report Linking Imaging P0
IMG-015 AI Inference Scheduling Imaging P2
ALR-001 Evaluate Critical Lab Alerts Alerts P1
ALR-002 Detect Rapid Weight Loss Alerts P2
PROC-001 Queue OCR Job Processing P1
PROC-002 Detect Document Language Processing P1
PROC-003 Execute Tesseract Engine Processing P1
PROC-004 Process OCR Output Processing P1
PROC-007 Classify Document Type Processing P1
PROC-008 Redact Sensitive Entities Processing P1
PROC-009 Extract Structured Fields Processing P1
PROC-010 Summarize Document Content Processing P2
PROC-005 Queue ASR Job Processing P1
PROC-006 Execute Whisper Engine Processing P1
PROC-011 Identify Speaker Turns Processing P1
PROC-012 Generate Encounter Note Processing P2
API-001 Get Patient by ABHA ID API P0
API-002 Upload Document API P1
API-003 Query Job Status API P1
API-004 Generate FHIR Bundle API P1
API-005 Search Patients API P0
API-006 Issue Presigned Upload URL API P1
API-007 Cancel Background Job API P1
API-008 Subscribe to Event Stream API P2
UI-001 View Patient List UI P0
UI-002 View Patient Overview UI P0
UI-003 View Timeline UI P0
UI-004 View Lab Trends UI P0
UI-005 Acknowledge Clinical Alert UI P1
UI-006 Annotate Document UI P1
UI-007 Compare Lab Panels UI P1
UI-008 Manage Worklist Queue UI P1
INT-001 Receive HL7 ADT Integration P0
INT-002 Ingest FHIR Bundle Integration P1
INT-003 Push Radiology Results Integration P1
INT-004 Receive LIS CSV Integration P1
INT-005 Send Status Webhook Integration P2
INT-006 Sync Provider Directory Integration P2
OPS-001 Monitor Pipeline Health Operations P0
OPS-002 Review Failed Jobs Operations P0
OPS-003 Rotate API Keys Operations P0
OPS-004 Reprocess Historical Backlog Operations P1
OPS-005 Manage Feature Flags Operations P2
OPS-006 Run Disaster Recovery Drill Operations P0
OPS-301 Job Queue & Worker Orchestration Operations P0
OPS-302 Monitor Inference Time & Failures Operations P1
OPS-303 Human-in-the-Loop Correction Operations P1
ANL-001 Generate Tumor Board Digest Analytics P2
ANL-002 Compute Care Gap Scorecards Analytics P1
ANL-003 Forecast Lab Trajectories Analytics P2
ANL-004 Build Quality KPI Dashboard Analytics P2
SEC-001 Enforce Data Retention Policies Security P0
SEC-002 Audit Access Trails Security P0
SEC-003 Process Consent Revocation Security P0
SEC-004 Detect Anomalous Login Patterns Security P1
SEC-401a Verify Doctor Authorization Security P0
SEC-401b Verify Patient Consent Security P0
SEC-402 Data Encryption & Masking Security P0
CAP-001 Start Recording / Start Encounter Capture P0
CAP-002 Stop / Pause Recording Capture P0
ML-001a Curate Training Dataset ML P2
ML-001b Execute Fine-tuning Run ML P2
ML-002 Dialect Evaluation & Benchmarking ML P1
ML-003 Continuous Quality Feedback Loop ML P2
NLP-101 Generate Structured SOAP Notes NLP P0
NLP-102a Extract Medications (RxNorm) NLP P1
NLP-102b Extract Diagnoses (ICD-10) NLP P1
NLP-102c Extract Procedures & Symptoms (SNOMED) NLP P1
NLP-103 Summarization + Noise Filtering NLP P1
NLP-104 EMR Field Mapping NLP P1
EMR-201 Save Transcript + Structured Note EMR P0
EMR-202a Link Patient Identity EMR P0
EMR-202b Push Clinical Artifacts EMR P0
EMR-203 Create Encounter & Audit Trail EMR P0
CONS-001 Capture DPDP-Compliant Consent Compliance P0
CONS-002 Revoke DPDP Consent Compliance P0
CONS-003 ABDM Gateway Consent Artifact Sync Compliance P0
CONS-004 Consent Expiry & Renewal Logic Compliance P1
DCT-001 Approve Generated Note Doctor P0
DCT-002 Edit Note Inline Doctor P0
DCT-003 Reject/Regenerate Encounter Note Doctor P1
DCT-004 Mark Follow-up Tasks Doctor P1
DCT-005 Add Quick Assessment Codes Doctor P1
DCT-006 Attach Additional Documents Doctor P2
QAS-001 Record Model Failures Quality P0
QAS-002 Perform Clinical Safety Review Quality P0
QAS-003 Track Audit Violations Quality P1
QAS-004 Model Drift Detection Quality P1
BILL-001 Fetch Tariff From HIS Billing P1
BILL-002 Generate Billable Item From Encounter Billing P1
BILL-003 Publish Billing Event to HIS Billing P1
ONC-001 Extract Tumor Location Oncology P0
ONC-002 Extract Histopathology Findings Oncology P0
ONC-003 Extract Cancer Stage (TNM) Oncology P0
ONC-004 Detect Primary vs Metastatic Oncology P1
ONC-005 Extract IHC Panel Oncology P0
ONC-006 Interpret Biomarkers Oncology P0
ONC-010 Extract Findings from Reports Oncology P0
ONC-011 Detect RECIST Lesions Oncology P1
ONC-012 Track Lesion Progression Oncology P1
ONC-013 Link Imaging to Oncology History Oncology P1
ONC-014 Auto-score Response Oncology P2
ONC-020 Identify Chemo Regimen Oncology P0
ONC-021 Suggest Standard Regimen Oncology P1
ONC-022 Extract Dose Modifications Oncology P1
ONC-023 Track Adverse Events Oncology P0
ONC-024 Generate Treatment Timeline Oncology P1
ONC-025 Predict Next Follow-Up Oncology P2
ONC-030 Spotlight Critical Labs Oncology P1
ONC-031 Track Tumor Markers Oncology P1
ONC-032 Detect Lab Red Flags Oncology P0
ONC-040 Parse NGS Reports Oncology P1
ONC-041 Extract Variants Oncology P1
ONC-042 Map to Actionable Therapies Oncology P2
ONC-043 Generate Genomics Summary Oncology P1
ONC-044 Detect Germline vs Somatic Oncology P2
ONC-050 Build Tumor Board Packet Oncology P0
ONC-051 Route Cases to Boards Oncology P1
ONC-052 Track Recommendations Oncology P0
ONC-053 Follow-up Compliance Check Oncology P1
ONC-060 Generate Follow-up Plan Oncology P2
ONC-061 Detect Recurrence Flags Oncology P1
ONC-062 Calculate Prognostic Score Oncology P2
IN-ONC-001 ABHA/ABDM Oncology Bundle Compliance Oncology P0
IN-ONC-002 NCRP/ICMR Cancer Registry Auto-Reporting Oncology P1
IN-ONC-003 India-Specific Drug Formulary & Generic Mapping Oncology P1
IN-ONC-004 Regional Language + Hinglish Clinical NLP Oncology P1
IN-ONC-005 NABH-Compliant Documentation & Audit Checks Oncology P1
IN-ONC-006 TPA/Health Insurance Pre-Auth & Discharge Mapping Oncology P1
ONC-070 Generate Quick Patient Summary Oncology P0
ONC-071 Track Changes Since Last Visit Oncology P0
ONC-072 Aggregate Multi-Source Patient Data Oncology P0
ONC-073 Draft Clinic Note with Citations Oncology P1
ONC-074 Screen Clinical Trial Eligibility Oncology P1
ONC-075 Flag Missing/Overdue Tests Oncology P0
ONC-076 Capture Patient-Reported Outcomes (PROs) Oncology P1
ONC-077 Manage Clinical Task List Oncology P1
ONC-078 Compare Sequential Imaging Studies Oncology P1
ONC-079 Generate Handover/Referral Packet Oncology P1
ONC-080 Ingest Patient-Shared Documents Oncology P1