iFRD is a triage solution for fracture detection on Upper Limbs (Wrist) and Lower Limbs (Ankle) with labels of “Fracture Present”, “Fracture Absent” or “Fracture Likely”.

The triage system will work as a filter and intimate the Radiologist on the worklist for abnormal images. This system not only detects the fracture but also localise(annotate) the image (X-Ray) with the creation of a bounding box to suggest the placement of fracture.

The algorithmic approach is based on Faster R-CNN (Regional – Convolutional Neural Network), a computer vision algorithm to detect objects with to classify as well as the localised fractured area within the X-ray image.