3 papers
cs.CV2024
Federated Voxel Scene Graph for Intracranial Hemorrhage
Antoine P. Sanner, Jonathan Stieber, Nils F. Grauhan +4
Intracranial Hemorrhage is a potentially lethal condition whose manifestation is vastly diverse and shifts across clinical centers worldwide. Deep-learning-based solutions are star…
cs.CV2024
Detection of Intracranial Hemorrhage for Trauma Patients
Antoine P. Sanner, Nils F. Grauhan, Marc A. Brockmann +2
Whole-body CT is used for multi-trauma patients in the search of any and all injuries. Since an initial assessment needs to be rapid and the search for lesions is done for the whol…
eess.IV2021
How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?
Antoine Sanner, Camila Gonzalez, Anirban Mukhopadhyay
The recent achievements of Deep Learning rely on the test data being similar in distribution to the training data. In an ideal case, Deep Learning models would achieve Out-of-Distr…