Marius Staring

Leveraging the wearable 1-lead ECG signal. From cardiac rhythm to cardiac function assessment

Abstract Traditional 12-lead ECGs offer comprehensive insights into the electrical activity of the heart, but require clinical settings and expert interpretation, which limits their accessibility. Smartwatch 1-lead ECGs can be recorded at home, allowing more frequent and rapid mo...

Clinical DVH metrics as a loss function for 3D dose prediction in head and neck radiotherapy

Abstract Purpose Deep learning-based three-dimensional (3D) dose prediction is widely used in automated radiotherapy workflows. However, most existing models are trained with voxel-wise regression losses, which are poorly aligned with clinical plan evaluation criteria based on do...