MR-CT multi-atlas registration guided by fully automated brain structure segmentation with CNNs
Walluscheck, Sina, Canalini, Luca, Strohm, Hannah, Diekmann, Susanne, Klein, Jan, Heldmann, Stefan
Published in International journal for computer assisted radiology and surgery (01.03.2023)
Published in International journal for computer assisted radiology and surgery (01.03.2023)
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Partial 3D-reconstruction of the colon from monoscopic colonoscopy videos using shape-from-motion and deep learning
Walluscheck, Sina, Wittenberg, Thomas, Bruns, Volker, Eixelberger, Thomas, Hackner, Ralf
Published in Current directions in biomedical engineering (01.10.2021)
Published in Current directions in biomedical engineering (01.10.2021)
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Deep learning-based segmentation of brain parenchyma and ventricular system in CT scans in the presence of anomalies
Gerken, Annika, Walluscheck, Sina, Kohlmann, Peter, Galinovic, Ivana, Villringer, Kersten, Fiebach, Jochen B, Klein, Jan, Heldmann, Stefan
Published in Frontiers in neuroimaging (04.08.2023)
Published in Frontiers in neuroimaging (04.08.2023)
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Journal Article
Generative adversarial network-based reconstruction of healthy anatomy for anomaly detection in brain CT scans
Walluscheck, Sina, Gerken, Annika, Galinovic, Ivana, Villringer, Kersten, Fiebach, Jochen B, Klein, Jan, Heldmann, Stefan
Published in Journal of medical imaging (Bellingham, Wash.) (01.07.2024)
Published in Journal of medical imaging (Bellingham, Wash.) (01.07.2024)
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