Message

Message

AI Model Status Dashboard

Live Status

ML Service Status

Operational

Version: 2.2.0

OpenAI API

Connected

GPT-4o Vision

H5 Model

Demo Mode

TensorFlow N/A

Available Features

Medical RAG Chatbot

AI-powered medical knowledge assistant

Online
OpenAI Vision Analysis

GPT-4o powered image analysis

Online
Pneumonia Detection

Chest X-ray analysis for pneumonia

Demo Mode
Intent Detection

Smart routing to specialized models

Online
COVID-19 Detection

Radiographic pattern recognition

Coming Soon
Usage Analytics

Query logs and diagnostic history

Planned

System Components

Component Status Details
Web Interface (PHP) Online dawningresearch.org/lab
ML Service (Flask) Online v2.2.0
OpenAI GPT-4o Connected Vision + Chat Completions
TensorFlow Runtime Not Available Requires VPS hosting
Pneumonia H5 Model Demo Mode Simulated responses

API Endpoints

GET /mlapi/ Service info & health check
GET /mlapi/health Detailed health status
POST /mlapi/analyze OpenAI Vision image analysis
POST /mlapi/analyze_h5 H5 trained model analysis
POST /mlapi/rag_query Medical knowledge RAG query

System Architecture

User
↓
Web Interface medchatbot.php
↓
PHP API Controller diagnostic_chat.php
↓
Python ML Service ml_service.py (Flask)
↓
OpenAI API GPT-4o Vision
H5 Model TensorFlow
Open Chatbot View API Health Check

Page loaded: August 23, 2026, 11:47 PM UTC

API timestamp: 2026-08-23T23:47:44.988843

Questions about this project? Contact us

Contact Us

Phone

+1-516-686-3765

Address

Dept. of Osteopathic Manipulative Medicine
College of Osteopathic Medicine
New York Institute of Technology
Serota Academic Center, room 138
Northern Boulevard, P.O. Box 8000
Old Westbury, NY 11568

Email

mtoma@nyit.edu