person_add New Patient Intake & Registration
Enter patient demographics and hospital-issued identification details (MRN) to initialize clinical triage session.
medical_information Clinical Context & Symptom Presentation
Patient: HOSP-2026-8941
radiology Chest X-Ray Radiograph Import
Patient ID: HOSP-2026-8941 | Visit ID: VISIT-101
Drag & Drop Chest X-Ray Radiograph / DICOM Here
Supports native Clinical DICOM (.dcm), PNG, JPG, or JPEG formats up to 50 MB
Executing Multi-Modal AI Diagnostic Pipeline
Initializing neural network ensemble & explainability layers...
Diagnostic AI Output Summary
Patient ID: HOSP-2026-8941 | Radiograph X-Ray ID:
Active Tuberculosis
87.5%
Low (4.2%)
420 ms
image Radiograph Comparison (Input X-Ray vs Grad-CAM++ Heatmap)
Side-by-side localization of attention activation overlays on raw radiograph input.
Comprehensive Clinical Synthesis (RAG + LLM)
Generated via RAG medical knowledge retrieval and LLM narrative reasoning.
TB-GUARD-XAI CLINICAL SCREENING UNIT
Multi-Modal Explainable AI Chest Radiography Triage Report
NTEP Screening Protocol Compliant • Version 1.0 • Internal Clinical Record
A. Patient Details
B. Clinical History & Symptoms
C. Chest X-Ray Examination & Quality
D. AI-Assisted Screening Assessment
Anatomical Attention Region: Right apical upper lobe cavity • Algorithm: TB-Guard-XAI Ensemble v1.0
E. Radiographic Clinical Impression
F. Triage Priority Classification
G. Clinical Recommendations (NTEP / WHO Guidelines)
Recommended Next Diagnostic Steps:
H. Doctor Review & Clinical Sign-Off
Right apical cavitary lesion with dense upper lobe consolidation confirmed on chest radiography.
Awaiting Reviewing Clinician
Medical Registration: Unassigned
Generated: 2026-08-22 12:00
AI Clinical Decision Support Disclaimer: This AI-assisted assessment is intended strictly for preliminary triage and screening support under Indian NTEP & WHO diagnostic guidance. It does not constitute microbiological or bacteriological confirmation of tuberculosis. Confirmatory NAAT testing (CBNAAT/Truenat) and final diagnosis must be established by a qualified healthcare professional.
rate_review Radiologist Diagnostic Validation Queue
Review pending AI diagnostic triages, inspect radiographs, and issue signed clinical validations.
Robert Vance HOSP-2026-8941
Demographics: 45 Yrs / Male
Elena Rostova HOSP-2026-4120
Demographics: 28 Yrs / Female
Aarav Patel HOSP-2026-1102
Demographics: 34 Yrs / Male
Clinical Validation & Benchmarks Registry
200 Precomputed CXR Cohort155 India/Chennai Clinical Cohort + 45 Standard Benchmark Test Cases
Prediction: Possible Tuberculosis (86.3%) • Uncertainty: Low (3.1%)
Attention Field: Upper apical lung zones
TB-Guard Clinical AI Consult
Multi-Modal RAG Knowledge Assistant • Groq LLaMA-3.3-70B + WHO Diagnostics Knowledge Base
Ask diagnostic, microbiological, or radiological queries. The AI assistant reasons over WHO guidelines, drug regimens, and active patient case findings.
TB-Guard AI Assistant Verified RAG
Hello! I am your clinical consult assistant. How can I support your diagnostic triage today?
Pre-Loaded Clinical Scenarios
Click "Load into Triage Workflow" to populate patient demographics, symptoms, and radiograph images into the triage pipeline for instant analysis.
Classic Upper Lobe TB
#HOSP-TB-8941Robert Vance • Male, 45y
Persistent productive cough for 3 weeks, drenching night sweats, fever, 5kg weight loss. Right apical cavitary lesion with dense upper lobe consolidation.
Subtle Early-Stage Infiltration
#HOSP-TB-4120Elena Rostova • Female, 28y
Dry cough for 10 days, mild fatigue, no fever. Routine health screening. Faint nodular opacity in mid-zone testing sensitivity to early presentation.
Healthy Control Baseline
#HOSP-TB-1048Arthur Pendelton • Male, 32y
Asymptomatic. Routine annual health checkup. Clear lung fields, sharp costophrenic angles, normal cardiac silhouette.
Complex Diabetic TB Recurrence
#HOSP-TB-7734David Miller • Male, 58y
Progressive dyspnea, right pleuritic chest pain, uncontrolled Type 2 diabetes with past TB history. High model variance and uncertainty requiring expert consultation.