triage-system

This project implements a machine learning-based triage system for emergency rooms, which classifies patients based on their symptoms and vitals using a Random Forest Classifier. The system features real-time patient data integration, a user-friendly GUI built with Tkinter, and secure patient data encryption using Fernet from the cryptography lib

Open-source SOC console. Free-text security incident in, MITRE ATT&CK triage card out. TF-IDF + sentence-transformer classifier, multi-provider LLM dispatch, IOC enrichment, and case management.

Real-time emergency blood matching system using Graph Theory and Greedy Allocation to prioritize critical patients and ensure zero-error medical compatibility.

Clinical Decision Support System (CDSS) for Emergency Triage. Python implementation of regional healthcare protocols featuring complex logic, input normalization, and automated clinical pathways

A deterministic, safety-first microservice for parsing free-form bKash customer complaints (English, Bengali, Banglish) into structured triage data. Built with FastAPI, featuring a hybrid rule/LLM engine, local NLP normalization, and deep input/output guardrails.

Swasthya Sathi – An AI-powered rural health assistant that helps users check symptoms, assess severity, and find nearby healthcare support instantly.

A simple system to help categorize patients into hospital departments based on symptoms.

Still Mind is an explainable, rule-based mental health triage and resource allocation system that prioritizes students for counseling using structured clinical assessments and intelligent decision logic under real-world constraints.

An NLP-driven Clinical Decision Support System (CDSS) designed to automate patient triage, featuring automated data ingestion, risk-engine logic, and stress-testing modules for clinical reliability.

PatientTriage.ai — An AI-assisted emergency department decision-support platform that combines patient risk prediction, safety checks, dynamic queue prioritization, reassessment, and surge simulation to help clinicians make faster, more informed triage decisions

AutoTriage is the control plane that turns findings from scanners and security agents into governed, reviewable and auditable decisions.

A 4-tier hybrid AI decision engine for agriculture. Combines deterministic rules, governed vector RAG, and strict LLM paraphrasing to deliver zero-hallucination agronomic advisories, Triage assesments and DPI-aligned PMFBY crop loss reports.

🚩 The Autonomous Merge Layer for Agent-Scale Delivery.

A lightweight, modular pipeline and triage dashboard for crawling, aggregating, reviewing, and automating actions on structured data items. Features pluggable scrapers, zero-config flat-file storage, a human-in-the-loop review UI, and dynamic action runners for webhooks, messaging, and API integrations.

A modular, terminal-based support triage system that processes tickets across multiple domains using TF-IDF retrieval and extractive responses. Designed for safety, determinism, and zero hallucination.

AI-Powered Patient Triage System using Flask and Severity Index Model

"Med-Varta," a low-bandwidth tele-triage system for Northeast India.

An offline-first, multi-role mobile web framework for rural snakebite emergencies and antivenom telemetry. Developed in coordination with NIH Pakistan for the Wellcome Innovation Prize.

Product case study and interactive prototype for an AI-assisted property management incident command centre.

Deprecated <Electronic Triage System>