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Searchresult: Research
Intelligent Medical Imaging Systems A core component of all interventional data science lies in the real-time perception of the environment. Current clinical decision-making is largely based on…
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Searchresult: Team Philosophy
More than the sum of its parts. Our division strongly believes in teamwork – not as an abstract ideal, but as a lived reality every day. Members of our division are involved in projects beside…
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Searchresult: Awards
Awards 2026 European Society of Radiology - Most Cited Paper Burak Kocak, Bettina Baessler, Spyridon Bakas, Renato Cuocolo, Andrey Fedorov, Lena Maier-Hein, Nathaniel Mercaldo, Henning…
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Searchresult: Vacancies
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…
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Searchresult: Media
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…
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Searchresult: Intelligent Systems in Spectral Imaging
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis Main contribution: Addressing the critical bottleneck of hardware variability in spectral imaging, we introduce CARL, a…
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Searchresult: Intelligent Systems in Photoacoustic Imaging
Anthropomorphic tissue-mimicking phantoms for oximetry validation in multispectral optical imaging Main contribution: We introduce anthropomorphic tissue-mimicking phantoms for the quantitative…
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Searchresult: ERC Consolidator Grant Neural SPICING: Neural Spectral Image Decoding
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…
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Searchresult: Methods for Intelligent Systems
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…
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Searchresult: Validation of Intelligent Systems
Metrics reloaded: Recommendations for image analysis validation Main contributions: First comprehensive metric recommendation framework guiding researchers in the problem-aware selection of…