Deep learning can assist radiology doctors in interpreting and analyzing radiology images. We will present use cases which are used today in clinical practice. These range from organ segmentation to image classification.
We will present how python and deep learning is used at the radiology department at the University Hospital Basel. The talk should give an overview of how the use cases are initially designed, developed and brought to production. One use case will be how deep learning helped quantifying the severity of COVID-19 infected lungs. Another use case will be how it can help to detect vertebrae fractures.