• Call Cognex Sales: 855-4-COGNEX (855-426-4639)

  • Contact Us

Life Sciences

X-Ray Anomaly Segmentation and Defect Detection

Deep learning-based tools help detect and segment anomalies in X-ray images

X-ray segmentation

Related Products

VisionPro ViDi

A breakthrough in complex inspection, part location, classification, and OCR

 Advantage Engines

The most cost-effective way to integrate Cognex vision and ID technology into your machine for volume applications.

The search for biological anomalies in radiological X-rays, ultrasounds, and NMRs has traditionally required the flexibility of a human inspector. Today, deep learning-based defect detection and segmentation tools can help identify anomalies in medical images quickly and accurately. Whether searching for a specific anomaly or any deviation from the body’s normal appearance, Cognex ViDi combines the flexibility of a human inspector with the speed and robustness of a computerized system.

The ViDi Red-Analyze tool can be used to inspect a medical X-ray image or detect defects on an ultrasonic image simply by learning the normal appearance of an object, including its significant but tolerable variations. The ViDi Red-Analyze tool develops a reference model of an organ’s normal appearance, as well as specific types of anomalies, based on training on a set of sample images. Any anomalies which digress from the normal physiology of the targeted zone are flagged as defects for a CAD computer-aided diagnosis by an expert radiologist.

For more information on Cognex application solutions:

Featured Cognex Products

GET ACCESS TO SUPPORT & TRAINING FOR PRODUCTS & MORE

Join MyCognex

HAVE ANY QUESTIONS?

Cognex representatives are available worldwide to support your vision and industrial barcode reading needs.

Contact Us