Search
Last update: : 21.01.2025
Your Application We have changing funding and open positions and are hence unable to maintain an updated list here. We are however always seeking new talent. Please send us an e-mail with your…
Last update: : 21.01.2025
NCT Data Science Seminar The NCT Data Science Seminar is a campus-wide effort bringing together thought-leading speakers and researchers in the field of data science to discuss both methodological…
Last update: : 21.01.2025
Deep intra-operative illumination calibration of hyperspectral cameras Main contribution: We propose a new deep-learning method to automatically recalibrate hyperspectral images during surgery, thus…
Last update: : 21.01.2025
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks Main contribution: Conditional Invertible Neural Networks (cINNs) can be used as an uncertainty-aware…
Last update: : 21.01.2025
Had we the capacity to image the molecular tissue composition in real time, without exposing the patient or clinical staff to radiation, then this would revolutionize healthcare. Spectral imaging…
Last update: : 21.01.2025
Deployment of Image Analysis Algorithms under Prevalence Shifts Main contribution: We systematically analyze the various effects of prevalence shifts potentially occurring in the deployment of…
Last update: : 21.01.2025
Metrics reloaded: Recommendations for image analysis validation Main contributions: First comprehensive metric recommendation framework guiding researchers in the problem-aware selection of…
Last update: : 21.01.2025
The importance of data science techniques in almost all fields of biomedicine is increasing at an enormous pace. This holds particularly true for the field of biomedical image analysis, which plays…
Last update: : 21.01.2025
Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery Laparoscopic surgery has evolved as a key technique for cancer diagnosis and therapy. While…
Last update: : 21.01.2025
The SPECTRAL Perfusion Arm Clamping dAtaset (SPECTRALPACA) for video-rate functional imaging of the skin Main contribution: We make openly accessible the first video-rate spectral imaging database…