Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning
Aubreville, Marc, Knipfer, Christian, Oetter, Nicolai, Jaremenko, Christian, Rodner, Erik, Denzler, Joachim, Bohr, Christopher, Neumann, Helmut, Stelzle, Florian, Maier, Andreas
Published in Scientific reports (20.09.2017)
Published in Scientific reports (20.09.2017)
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Journal Article
HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues
Qaiser, Talha, Mukherjee, Abhik, Reddy PB, Chaitanya, Munugoti, Sai D, Tallam, Vamsi, Pitkäaho, Tomi, Lehtimäki, Taina, Naughton, Thomas, Berseth, Matt, Pedraza, Aníbal, Mukundan, Ramakrishnan, Smith, Matthew, Bhalerao, Abhir, Rodner, Erik, Simon, Marcel, Denzler, Joachim, Huang, Chao‐Hui, Bueno, Gloria, Snead, David, Ellis, Ian O, Ilyas, Mohammad, Rajpoot, Nasir
Published in Histopathology (01.01.2018)
Published in Histopathology (01.01.2018)
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Journal Article
Nonparametric Part Transfer for Fine-Grained Recognition
Goering, Christoph, Rodner, Erik, Freytag, Alexander, Denzler, Joachim
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer
Dittberner, Andreas, Rodner, Erik, Ortmann, Wolfgang, Stadler, Joachim, Schmidt, Carsten, Petersen, Iver, Stallmach, Andreas, Denzler, Joachim, Guntinas-Lichius, Orlando
Published in Head & neck (01.04.2016)
Published in Head & neck (01.04.2016)
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Journal Article
Deep bilinear features for Her2 scoring in digital pathology
Rodner, Erik, Simon, Marcel, Denzler, Joachim
Published in Current directions in biomedical engineering (01.09.2017)
Published in Current directions in biomedical engineering (01.09.2017)
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Journal Article
Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques
Flach, Milan, Gans, Fabian, Brenning, Alexander, Denzler, Joachim, Reichstein, Markus, Rodner, Erik, Bathiany, Sebastian, Bodesheim, Paul, Guanche, Yanira, Sippel, Sebastian, Mahecha, Miguel D
Published in Earth system dynamics (08.08.2017)
Published in Earth system dynamics (08.08.2017)
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Journal Article
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks
Simon, Marcel, Rodner, Erik
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Asymmetric and Category Invariant Feature Transformations for Domain Adaptation
Hoffman, Judy, Rodner, Erik, Donahue, Jeff, Kulis, Brian, Saenko, Kate
Published in International journal of computer vision (01.08.2014)
Published in International journal of computer vision (01.08.2014)
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Journal Article
One-class classification with Gaussian processes
Kemmler, Michael, Rodner, Erik, Wacker, Esther-Sabrina, Denzler, Joachim
Published in Pattern recognition (01.12.2013)
Published in Pattern recognition (01.12.2013)
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Journal Article
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation
Reis, Simon, Seibold, Constantin, Freytag, Alexander, Rodner, Erik, Stiefelhagen, Rainer
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Semi-supervised Domain Adaptation with Instance Constraints
Donahue, Jeff, Hoffman, Judy, Rodner, Erik, Saenko, Kate, Darrell, Trevor
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
Kernel Null Space Methods for Novelty Detection
Bodesheim, Paul, Freytag, Alexander, Rodner, Erik, Kemmler, Michael, Denzler, Joachim
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study
Rodner, Erik, Bocklitz, Thomas, von Eggeling, Ferdinand, Ernst, Günther, Chernavskaia, Olga, Popp, Jürgen, Denzler, Joachim, Guntinas‐Lichius, Orlando
Published in Head & neck (01.01.2019)
Published in Head & neck (01.01.2019)
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Journal Article
Local Novelty Detection in Multi-class Recognition Problems
Bodesheim, Paul, Freytag, Alexander, Rodner, Erik, Denzler, Joachim
Published in 2015 IEEE Winter Conference on Applications of Computer Vision (01.01.2015)
Published in 2015 IEEE Winter Conference on Applications of Computer Vision (01.01.2015)
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Conference Proceeding
Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains
Reib, Simon, Seibold, Constantin, Freytag, Alexander, Rodner, Erik, Stiefelhagen, Rainer
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding