Bastian Wittmann

vesselFM. A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.

transoar. A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.

syn-cerebral-octa-seg. A synthesis pipeline for annotation-free blood vessel segmentation in cerebral 3D OCTA images. Paper accepted @ MICCAI24.

GAV. A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24.

NavPy. A Python based 2D navigation stack developed as part of the practical course 'Intelligent Mobile Robots with ROS' at TUM.

vesselFM-CT. Segmenting all blood vessels in CT images.

RecMVCNN. A lightweight neural network for multi-view classification and reconstruction.

TransformerRefer. Utilizing a transformer-based object detector for the task of 3D visual grounding.

octa-unet. Segmentation code for "Bessel beam optical coherence microscopy enables multiscale assessment of cerebrovascular network morphology and function".

excite_medical_classification. Material for the full-day practical session 'Medical Image Classification and Segmentation with Deep Learning' 🫁.