CHANCE – Chest Automated Nodule Detection for Early Screening
v1.0.0
AI-Powered CXR Analysis

Advanced Nodule Mass
Detection for CXR

CHANCE leverages state-of-the-art deep learning to detect nodule masses in chest X-ray scans with high accuracy supporting PNG, JPG and BMP formats.

Everything you need for
CXR nodule analysis

YOLOv8 AI Engine

State-of-the-art object detection model trained on CXR datasets for precise nodule mass localisation.

Multi-Format Support

Upload CXR images in JPG, PNG, BMP format with automatic processing.

Real-time Inference

ONNX Runtime with Web Worker ensures blazing-fast detection directly in your browser.

Nodule Mass Detection

Detects nodule masses in chest X-ray scans with confidence scores for transparent clinical reporting.

Batch Processing

Analyse multiple CXR scans simultaneously with progress tracking and per-scan status overview.

Annotated Results

Bounding boxes drawn directly onto CXR images with colour-coded labels, ready for PDF export.

Three steps to detection

01

Upload

Drag & drop your CXR scan (PNG, JPG or BMP).

02

Detect

Hit "Run Detection" and the model infers in seconds.

03

Review

Inspect annotated results with bounding boxes and export PDF.

Detection class

Nodule Mass

Suspicious nodular opacity or mass detected in the chest X-ray. Requires clinical correlation and follow-up imaging for definitive diagnosis.

Ready to analyse your CXR scans?

Upload chest X-ray images and get instant AI-powered analysis.

Launch Scanner