Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential von Tschuchnig, Maximilian E., Oostingh, Gertie J., Gadermayr, Michael

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Multiple instance learning for digital pathology: A review of the state-of-the-art, limitations & future potential von Gadermayr, Michael, Tschuchnig, Maximilian

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Computer-aided texture analysis combined with experts’ knowledge: Improving endoscopic celiac disease diagnosis von Gadermayr, Michael, Kogler, Hubert, Karla, Maximilian, Merhof, Dorit, Uhl, Andreas, Vécsei, Andreas

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Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential von Tschuchnig, Maximilian E., Oostingh, Gertie J., Gadermayr, Michael

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Large-scale extraction of interpretable features provides new insights into kidney histopathology – A proof-of-concept study von Gupta, Laxmi, Klinkhammer, Barbara Mara, Seikrit, Claudia, Fan, Nina, Bouteldja, Nassim, Gräbel, Philipp, Gadermayr, Michael, Boor, Peter, Merhof, Dorit

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Improving automated thyroid cancer classification of frozen sections by the aid of virtual image translation and stain normalization von Gadermayr, Michael, Tschuchnig, Maximilian, Stangassinger, Lea Maria, Kreutzer, Christina, Couillard-Despres, Sebastien, Oostingh, Gertie Janneke, Hittmair, Anton

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Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection von Gadermayr, Michael, Klinkhammer, Barbara Mara, Boor, Peter, Merhof, Dorit

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On the acceptance of “fake” histopathology: A study on frozen sections optimized with deep learning von Siller, Mario, Stangassinger, Lea Maria, Kreutzer, Christina, Boor, Peter, Bulow, Roman D., Kraus, Theo J.F., von Stillfried, Saskia, Wolfl, Soraya, Couillard-Despres, Sebastien, Oostingh, Gertie Janneke, Hittmair, Anton, Gadermayr, Michael

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Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology von Gadermayr, Michael, Gupta, Laxmi, Appel, Vitus, Boor, Peter, Klinkhammer, Barbara M., Merhof, Dorit

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Semi-Automatic MRI Muscle Volumetry to Diagnose and Monitor Hereditary and Acquired Polyneuropathies von Bähr, Friederike S, Gess, Burkhard, Müller, Madlaine, Romanzetti, Sandro, Gadermayr, Michael, Kuhl, Christiane, Nebelung, Sven, Schulz, Jörg B, Dohrn, Maike F

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A comprehensive study on automated muscle segmentation for assessing fat infiltration in neuromuscular diseases von Gadermayr, Michael, Disch, Constantin, Müller, Madlaine, Merhof, Dorit, Gess, Burkhard

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Domain‐specific data augmentation for segmenting MR images of fatty infiltrated human thighs with neural networks von Gadermayr, Michael, Li, Kexin, Müller, Madlaine, Truhn, Daniel, Krämer, Nils, Merhof, Dorit, Gess, Burkhard

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Making texture descriptors invariant to blur von Gadermayr, Michael, Uhl, Andreas

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M cell maturation and cDC activation determine the onset of adaptive immune priming in the neonatal Peyer’s patch von Torow, Natalia, Li, Ronghui, Hitch, Thomas Charles Adrian, Mingels, Clemens, Al Bounny, Shahed, van Best, Niels, Stange, Eva-Lena, Simons, Britta, Maié, Tiago, Rüttger, Lennart, Gubbi, Narasimha Murthy Keshava Prasad, Abbott, Darryl Adelaide, Benabid, Adam, Gadermayr, Michael, Runge, Solveig, Treichel, Nicole, Merhof, Dorit, Rosshart, Stephan Patrick, Jehmlich, Nico, Hand, Timothy Wesley, von Bergen, Martin, Heymann, Felix, Pabst, Oliver, Clavel, Thomas, Tacke, Frank, Lelouard, Hugues, Costa, Ivan Gesteira, Hornef, Mathias Walter

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Quantification of anomalies in rats’ spinal cords using autoencoders von Tschuchnig, Maximilian E., Zillner, Dominic, Romanelli, Pasquale, Hercher, David, Heimel, Patrick, Oostingh, Gertie J., Couillard-Després, Sébastien, Gadermayr, Michael

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Semi‐automated volumetry of MRI serves as a biomarker in neuromuscular patients von Müller, Madlaine, Dohrn, Maike F., Romanzetti, Sandro, Gadermayr, Michael, Reetz, Kathrin, Krämer, Nils A., Kuhl, Christiane, Schulz, Jörg B., Gess, Burkhard

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Quest for the best endoscopic imaging modality for computer-assisted colonic polyp staging von Wimmer, Georg, Gadermayr, Michael, Wolkersdörfer, Gernot, Kwitt, Roland, Tamaki, Toru, Tischendorf, Jens, Häfner, Michael, Yoshida, Shigeto, Tanaka, Shinji, Merhof, Dorit, Uhl, Andreas

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Erratum: Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential von Tschuchnig, Maximilian E, Oostingh, Gertie J, Gadermayr, Michael

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CNN cascades for segmenting sparse objects in gigapixel whole slide images von Gadermayr, Michael, Dombrowski, Ann-Kathrin, Klinkhammer, Barbara Mara, Boor, Peter, Merhof, Dorit

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Training of polyp staging systems using mixed imaging modalities von Wimmer, Georg, Gadermayr, Michael, Kwitt, Roland, Häfner, Michael, Tamaki, Toru, Yoshida, Shigeto, Tanaka, Shinji, Merhof, Dorit, Uhl, Andreas

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