Computer Vision News - July 2021

3 Summary 17 by RSIP Vision Overall, this process combines several AI tools: airway segmentation, pulmonary blood vessel segmentation, cardiac chambers segmentation, automatic blood vessel blockage detection, and cardiac chamber and blood vessels dilation calculator . The single input for this system is a CTPA scan, whereas the output is precise embolus position and additional risk factors. Instead of a radiologist manually assessing all these, within seconds of the scan the diagnosis is available. AI, specifically deep learning , has tremendous potential in speeding diagnostical procedures. Due to PE’s highmortality rateand fastdeterioration pace, it requires immediate diagnosis and treatment . Incorporating such a capability into PE healthcare can significantly improve the outcomes by drastically reducing manual labor time. Green - Fissures Red - Airways Blue - Pulmonary Embolism