PROJECT 03BACKENDBackend · Search & Indexing · Data Processing
ICD MAPPING SYSTEM
Structured Healthcare Diagnosis Mapping Engine
A system for organizing, processing, and mapping complex healthcare diagnosis text to standardized ICD codes.
01 / THE PROBLEM
Unstructured clinical notes require intensive manual translation into standardized International Classification of Diseases (ICD) codes.
02 / THE CORE CONCEPT
Automated parsing and concept matching pipeline to convert diagnostic text into canonical healthcare codes.
03 / TECHNICAL APPROACH
Utilizes structured text parsing and string matching algorithms to index diagnostic entries into hierarchical ICD code structures with optimized SQL retrieval.
04 / SYSTEM ARCHITECTURE DIAGRAM
DATA FLOW & COMPONENT TOPOLOGYVERIFIED MAP
Clinical Entry Data Ingestion
→Preprocessing & Tokenization
→Concept Matcher
→Standardized ICD Output
IMPLEMENTATION DETAILS
Implemented database indexing schema, REST endpoints, search querying, and frontend lookup interface.
MY VERIFIED CONTRIBUTION
Built database indexing schema and algorithmic candidate matcher for rapid code lookup.
FACTUAL OUTCOME & VERIFICATION
Demonstrated efficient mapping of complex clinical terminology into canonical healthcare codes.
TECHNOLOGY STACK
TypeScriptBackend SystemsSQLPostgreSQLFlaskReact
PROJECT ID:icd-mapping
DOMAIN:BACKEND
FLAGSHIP STATUS:SELECTED WORK