Mandatory Clinical Research Disclaimer

Educational Diagnostic Demonstration & GradCAM Visualizer

⚠️ NOTICE: MedVision.AI is strictly an educational tool and computer vision explainability demonstration.

This software is NOT a certified medical device (FDA, CE, or equivalent) and must NEVER be used for clinical diagnosis, patient triage, or treatment decisions.
Classification output and GradCAM activation heatmaps reflect neural network feature correlations, not definitive medical pathology.
Patient data privacy: All image processing runs client-side in the browser. No medical images are transmitted or stored on remote servers.

I understand MedVision.AI is strictly for educational, research, and technical demonstration purposes.I agree never to use this tool for clinical medical diagnosis or patient healthcare decisions.

MedVision.AIGRAD-CAM EXPLAINABILITY

AI Radiology & Dermatology Diagnostic Simulator

GitHub

EXPLAINABLE AI DIAGNOSTIC SIMULATOR

Client-Side AI Radiology &
GradCAM Heatmap Explainability

Classify Chest X-Rays (Pneumonia) and Dermatology Lesions (Melanoma) with real-time gradient activation colormaps showing neural network visual attention.

1. Select Medical Neural Classifier Model Mode

Upload Medical Scan (DICOM, JPEG, PNG)

Drag & drop medical image or click to browse. Processing runs 100% client-side.

Browse Image File

Or Select Pre-Loaded Benchmark Medical Scans

Mandatory Clinical Research Disclaimer

Client-Side AI Radiology &
GradCAM Heatmap Explainability

Chest X-Ray Radiography Mode

Dermatology Skin Lesion Mode

Upload Medical Scan (DICOM, JPEG, PNG)

Chest X-Ray: Lobar Pneumonia

Chest X-Ray: Normal Healthy Thorax

Mandatory Clinical Research Disclaimer

Client-Side AI Radiology & GradCAM Heatmap Explainability

Chest X-Ray Radiography Mode

Dermatology Skin Lesion Mode

Upload Medical Scan (DICOM, JPEG, PNG)

Chest X-Ray: Lobar Pneumonia

Chest X-Ray: Normal Healthy Thorax

Client-Side AI Radiology &
GradCAM Heatmap Explainability