Livoa LogoLivoa
NAMASTE-ICD-11 BRIDGE


SYSTEM ARCHITECTURE

INPUT LAYER
CSV INGESTION API


Portage Civil Database

namaste.csv | ls611 mapping

CSV INGESTION API (FastAPI)


who_API Database

who_lm | ls611 mapping

BACKEND SERVICES (FastAPI)
ICD-11 API integration


Fuzzymlicha

BioBERT Embeddings

XMLR

XMLR

WHO ICD-11 API (TM2 + Blonedecline)
MAPPING & AI PROCESSING ENGINE


Fuzzy Matching

BioBERT Embeddings

(HuggingFace/OpenAI)

FUNCTIONAL APIS


Authomgletes API

Translation Service

Transactional Service

XMLR

AI Explanation

SECURITY &


Audit Logs (FHIR AuditEvent)

Authentication Authorization

FUNCTIONAL APIS AI CHATBOT FRAMEWORK


(FastAPI + LLM)

AI CHATBOT

Hybrid Inference Service

AUDIT & VERSION CONTROL


Audit Logs

Timestamping

Consent Tracking

SECURITY & COMPLIANCE


OAuth 2 (ASHA/UBHA)

FHIR R4 APIS

Timestamping

Secure REST Endpoints/OAuth

ABHA HEALTH IO
FRONTEND & OUTPUTS
USER INTERFACE


(React/Next.js)

CSV Upload Page

ICD-11 Bar + Autoreference Match

FHIR Resources

EMR Bram of Ayush (BLD 1.0 Obsolete)
Ministry of Ayush Analytics Dashboard

flowchart

by darshan

0
0 uses