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Deep learning-based total kidney volume segmentation in autosomal dominant polycystic kidney disease using attention, cosine loss, and sharpness aware minimization by Raj, Anish (Author) , Tollens, Fabian (Author) , Hansen, Laura (Author) , Golla, Alena-Kathrin (Author) , Schad, Lothar R. (Author) , Nörenberg, Dominik (Author) , Zöllner, Frank G. (Author) ,

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Weakly supervised learning with positive and unlabeled data for automatic brain tumor segmentation by Wolf, Daniel (Author) , Regnery, Sebastian (Author) , Tarnawski, Rafal (Author) , Bobek-Billewicz, Barbara (Author) , Polańska, Joanna (Author) , Götz, Michael (Author) ,

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Continuous-domain assignment flows by Savarino, Fabrizio (Author) , Schnörr, Christoph (Author) ,

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Progressive minimal path method for segmentation of 2D and 3D line structures by Liao, Wei (Author) , Wörz, Stefan (Author) , Rohr, Karl (Author) ,

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Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved? by Bernard, Olivier (Author) , Maier-Hein, Klaus H. (Author) , Wolf, Ivo (Author) ,

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Model-based learning of local image features for unsupervised texture segmentation by Kiechle, Martin (Author) , Storath, Martin (Author) , Weinmann, Andreas (Author) , Kleinsteuber, Martin (Author) ,

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Neuron segmentation with high-level biological priors by Krasowski, Nikola Enrico (Author) , Beier, Thorsten (Author) , Köthe, Ullrich (Author) , Hamprecht, Fred (Author) , Kreshuk, Anna (Author) ,

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Tumor cell load and heterogeneity estimation from diffusion-weighted mri calibrated with histological data: an example from lung cancer by Yin, Yi (Author) , Sedlaczek, Oliver (Author) , Müller, Benedikt (Author) , Warth, Arne (Author) , González-Vallinas, Margarita (Author) , Lahrmann, Bernd (Author) , Grabe, Niels (Author) , Kauczor, Hans-Ulrich (Author) , Breuhahn, Kai (Author) , Vignon-Clementel, Irene E. (Author) , Drasdo, Dirk (Author) ,

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Conditional random fields meet deep neural networks for semantic segmentation: combining probabilistic graphical models with deep learning for structured prediction by Arnab, Anurag (Author) , Zheng, Shuai (Author) , Jayasumana, Sadeep (Author) , Romera-Paredes, Bernardino (Author) , Larsson, Måns (Author) , Kirillov, Alexander (Author) , Savchynskyy, Bogdan (Author) , Rother, Carsten (Author) , Kahl, Fredrik (Author) , Torr, Philip H.S. (Author) ,

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Fast segmentation from blurred data in 3D fluorescence microscopy by Storath, Martin (Author)

Network flow integer programming to track elliptical cells in time-lapse sequences by Türetken, Engin (Author) , Haubold, Carsten (Author) ,

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A generative probabilistic model and discriminative extensions for brain lesion segmentation: with application to tumor and stroke by Menze, Bjoern (Author) , Weber, Marc-André (Author) ,

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Joint segmentation and shape regularization with a generalized forward-backward algorithm by Stefanoiu, Anca (Author) , Storath, Martin (Author) ,

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Automatic 3D segmentation and quantification of lenticulostriate arteries from high-resolution 7 Tesla MRA images by Liao, Wei (Author) , Rohr, Karl (Author) , Kang, Chang-Ki (Author) , Cho, Zang-Hee (Author) , Wörz, Stefan (Author) ,

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DALSA: domain adaptation for supervised learning from sparsely annotated MR images by Götz, Michael (Author) , Weber, Christian (Author) , Binczyk, Franciszek (Author) , Polanska, Joanna (Author) , Tarnawski, Rafal (Author) , Bobek-Billewicz, Barbara (Author) , Köthe, Ullrich (Author) , Kleesiek, Jens Philipp (Author) , Stieltjes, Bram (Author) , Maier-Hein, Klaus H. (Author) ,

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Extraction and parametrization of grain boundary networks in glacier ice, using a dedicated method of automatic image analysis by Binder, Tobias (Author) , Garbe, Christoph S. (Author) , Wagenbach, Dietmar (Author) , Freitag, J. (Author) , Kipfstuhl, S. (Author) ,

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A quantification strategy for missing bone mass in case of osteolytic bone lesions by Fränzle, Andrea (Author) , Bretschi, Maren (Author) , Bäuerle, Tobias (Author) , Giske, Kristina (Author) , Hillengaß, Jens (Author) , Bendl, Rolf (Author) ,

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A model based algorithm for perfusion estimation in interventional C-arm CT systems by Wagner, Martin (Author) , Deuerling-Zheng, Yu (Author) , Möhlenbruch, Markus Alfred (Author) , Bendszus, Martin (Author) , Boese, Jan (Author) , Heiland, Sabine (Author) ,

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Upgrade and benchmarking of a 4D treatment planning system for scanned ion beam therapy by Richter, Daniel (Author) , Schwarzkopf, A. (Author) , Trautmann, J. (Author) , Krämer, M. (Author) , Durante, M. (Author) , Jäkel, Oliver (Author) , Bert, C. (Author) ,

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