SIGHTAI – TB Detection Platform

📷 Upload Chest X-Ray

🏥

Click to upload or drag & drop

PNG • JPEG • Frontal PA view recommended

📊 AI Analysis Result

TB Probability–

Risk Level–

Model Confidence–

Decision Threshold–

File–

🤖 AI Attention Map — Grad-CAM Shows which lung regions drove the prediction

Red/warm = high AI attention • Blue/cool = low attention

Low attention

High attention

Original chest X-ray (CLAHE enhanced)

Original X-Ray

Grad-CAM Attention Map

🔍 What the AI Found & Why

🎯 Prediction Reasoning

📚 TB Radiological Features Guide

Upper lobe infiltrates — most common TB location (right > left upper lobe)
Cavitation — air-filled cavities, highly specific for active TB
Consolidation — opacification of lung tissue, suggests active infection
Miliary pattern — tiny nodules throughout both lungs (severe TB)
Pleural effusion — fluid around lung, can be TB-associated
Lymphadenopathy — enlarged lymph nodes visible on X-ray

⚠️ Model Confidence Interpretation

Prob < 30% — Low risk. No significant TB radiological pattern detected.
Prob 30–60% — Inconclusive. Ambiguous features present. Clinical judgement needed.
Prob > 60% — High risk. Clear TB-consistent radiological features detected.

📋 Recommended Next Steps

🏥 Clinician Review — Human in the Loop

The AI result above is a decision support tool only. Please review the X-ray, Grad-CAM, and AI findings, then record your clinical decision below.

Patient Information

Patient ID / File Number

Patient Age

Patient Sex

Clinician Information

Clinician Name *

Role / Specialty

Health Facility

Clinical Decision

Do you agree with the AI prediction? *

✅ Agree with AI ❌ Override AI 📌 Need More Info

Your Clinical Diagnosis (override)

Clinical Findings & Notes

Recommended Action

Clinical Urgency

SIGHTAI Decision Record

SIGHTAI Clinical Decision Record

🤖 AI Prediction

Diagnosis–

TB Probability–

Risk Level–

Threshold–

🏥 Clinician Decision

Clinician–

Facility–

AI Agreement

Final Diagnosis–

👥 Patient

Patient ID–

Age–

Sex–

File–

📌 Action Plan

Recommended–

Urgency–

Review ID–

CLINICAL NOTES

No notes recorded.

⚠️ Medical Disclaimer SIGHTAI is an AI-powered decision-support tool intended to assist qualified healthcare professionals only. It does not constitute a clinical diagnosis. All AI results must be reviewed and confirmed by a licensed clinician before any treatment decision is made. The Grad-CAM heatmap indicates model attention regions and does not replace formal radiological interpretation.