Deep learning and process understanding for data-driven Earth system science
Reichstein, Markus, Camps-Valls, Gustau, Stevens, Bjorn, Jung, Martin, Denzler, Joachim, Carvalhais, Nuno, Prabhat
Published in Nature (London) (01.02.2019)
Published in Nature (London) (01.02.2019)
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Journal Article
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
Deep‐Learning Based Causal Inference: A Feasibility Study Based on Three Years of Tectonic‐Climate Data From Moxa Geodynamic Observatory
Ahmad, Wasim, Kasburg, Valentin, Kukowski, Nina, Shadaydeh, Maha, Denzler, Joachim
Published in Earth and space science (Hoboken, N.J.) (01.10.2024)
Published in Earth and space science (Hoboken, N.J.) (01.10.2024)
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Journal Article
Region-Based Edge Convolutions With Geometric Attributes for the Semantic Segmentation of Large-Scale 3-D Point Clouds
Contreras, Jhonatan, Sickert, Sven, Denzler, Joachim
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2020)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2020)
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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
How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences
Jiang, Shijie, Sweet, Lily‐belle, Blougouras, Georgios, Brenning, Alexander, Li, Wantong, Reichstein, Markus, Denzler, Joachim, Shangguan, Wei, Yu, Guo, Huang, Feini, Zscheischler, Jakob
Published in Earth's future (01.07.2024)
Published in Earth's future (01.07.2024)
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Journal Article
A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections – CORRIGENDUM
Tibau, Xavier-Andoni, Reimers, Christian, Gerhardus, Andreas, Denzler, Joachim, Eyring, Veronika, Runge, Jakob
Published in Environmental Data Science (2023)
Published in Environmental Data Science (2023)
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Journal Article
Automated Visual Large Scale Monitoring of Faunal Biodiversity
Radig, Bernd, Bodesheim, Paul, Korsch, Dimitri, Denzler, Joachim, Haucke, Timm, Klasen, Morris, Steinhage, Volker
Published in Pattern recognition and image analysis (01.07.2021)
Published in Pattern recognition and image analysis (01.07.2021)
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Journal Article