Algorithms

Here we have made available several machine learning algorithms for medical imaging. If you are granted access to an algorithm you will be able to try the algorithm out by uploading your own anonymised medical imaging data. Several web-based workstations are available for interacting with the results. Please contact us if you would like to make your own algorithm available here.

COVID-19 analysis in CT

Segments pulmonary lobes and lesions and computes the CORADS and CT Severity Score from a non-contrast CT scan.

Pulmonary Lobe Segmentation

Automatic segmentation of pulmonary lobes on CT scans for patients with COPD or COVID-19.

Calcium scoring

Automatic detection of calcifications of the coronary arteries, the aorta and the aortic and mitral valves in CT scans.

Gleason Grading of Prostate Biopsies

Automated Gleason grading of prostate biopsies following the Gleason Grade Group system.

CXR Cardiomegaly Detection

Detect cardiomegaly on chest radiographs through the segmentation of the heart and lungs .

Tissue-Background Segmentation

Tumor Detection in Lymph Nodes

Vertebra segmentation and labeling

Spleen Segmentation

Automatic spleen segmentation on thorax-abdomen CT scans.