Bastian Wittmann
bwittmann
AI in (bio)medicine
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Top Repositories
A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.
A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.
A synthesis pipeline for annotation-free blood vessel segmentation in cerebral 3D OCTA images. Paper accepted @ MICCAI24.
A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24.
A Python based 2D navigation stack developed as part of the practical course 'Intelligent Mobile Robots with ROS' at TUM.
A lightweight neural network for multi-view classification and reconstruction.
Repositories
20A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.
No description provided.
A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.
No description provided.
No description provided.
An open-source application for the analysis and visualization of segmented vasculature datasets
A synthesis pipeline for annotation-free blood vessel segmentation in cerebral 3D OCTA images. Paper accepted @ MICCAI24.
Material for the full-day practical session 'Medical Image Classification and Segmentation with Deep Learning' 🫁.
A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24.
Utilizing a transformer-based object detector for the task of 3D visual grounding.
No description provided.
A Python based 2D navigation stack developed as part of the practical course 'Intelligent Mobile Robots with ROS' at TUM.
Segmentation code for "Bessel beam optical coherence microscopy enables multiscale assessment of cerebrovascular network morphology and function".
A lightweight neural network for multi-view classification and reconstruction.
AI Toolkit for Healthcare Imaging
This repository hosts source code for an automated voreen-based pipeline covering graph generation, post processing, atlas annotation and statistical analysis.
No description provided.
Exercises of the practical course 'Intelligent Mobile Robots with ROS' at TUM.
ROS source code for communicating with the Festo Robotino robot
This repository contains the ROS source code for simulating the Festo Robotino robot.