Deep Learning Algorithm (IMAGE) Proceedings of the National Academy of Sciences Caption A deep learning algorithm recognizes abnormal CT scans of the head in neurological emergencies such as aneurysm rupture with accuracy similar to highly-trained specialist physicians. The images show the same head CT scan, with the image on the right highlighted to show abnormalities identified by the algorithm. The algorithm also classifies the pathological subtype of each abnormality (red = subarachnoid hemorrhage). Credit Image courtesy of Weicheng Kuo, Christian H?ne, Pratik Mukherjee, Jitendra Malik, and Esther Lim Yuh Usage Restrictions None License Licensed content Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.