AI Use Case

Diagnose injury like brain trauma from visual scans

Diagnose injury (eg brain trauma) from visual scans

Function

Benefits

Operational - Lower error rates,Risk reduction - Patient outcomes,Risk reduction - Recovery rate

Case Studies

Qure.ai~Qure.ai can detect critical head trauma or stroke symptoms from CT scans with more than 95% accuracy using deep neural networks and natural language processing,"Capitol Health~Capitol Health improves accuracy of diagnosis from scans, X-rays etc using deep learning",Viz~Viz.ai's deep learning solution which automatically detects strokes from CTA scans reducing detection time from 66 to 6 minutes has earned FDA approval,Imagen Tech~Imagen Tech's Osteodetect platform which uses deep learning to detect wrist fractures has acquired FDA approval,Stanford University~Researchers from Stanford University develop a predictive model to identify knee injuries in MRI scans and avoid misdiagnosis

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Images

AI Technologies

Model Architecture - Convolutional Neural Network (CNN),Machine Learning (ML),Product Type - Vision - Image classification,ML Task - Prediction - Binary Classification,ML Task - Prediction - Annotation

Potential Vendors

Qure.ai,Enlitic