SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species
Miladinović, Đorđe, Muheim, Christine, Bauer, Stefan, Spinnler, Andrea, Noain, Daniela, Bandarabadi, Mojtaba, Gallusser, Benjamin, Krummenacher, Gabriel, Baumann, Christian, Adamantidis, Antoine, Brown, Steven A, Buhmann, Joachim M
Published in PLoS computational biology (18.04.2019)
Published in PLoS computational biology (18.04.2019)
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Journal Article
Computational pathology: Challenges and promises for tissue analysis
Fuchs, Thomas J, Buhmann, Joachim M
Published in Computerized medical imaging and graphics (01.10.2011)
Published in Computerized medical imaging and graphics (01.10.2011)
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Journal Article
Decoding the perception of pain from fMRI using multivariate pattern analysis
Brodersen, Kay H., Wiech, Katja, Lomakina, Ekaterina I., Lin, Chia-shu, Buhmann, Joachim M., Bingel, Ulrike, Ploner, Markus, Stephan, Klaas Enno, Tracey, Irene
Published in NeuroImage (Orlando, Fla.) (15.11.2012)
Published in NeuroImage (Orlando, Fla.) (15.11.2012)
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Journal Article
Protein Identification False Discovery Rates for Very Large Proteomics Data Sets Generated by Tandem Mass Spectrometry
Reiter, Lukas, Claassen, Manfred, Schrimpf, Sabine P., Jovanovic, Marko, Schmidt, Alexander, Buhmann, Joachim M., Hengartner, Michael O., Aebersold, Ruedi
Published in Molecular & cellular proteomics (01.11.2009)
Published in Molecular & cellular proteomics (01.11.2009)
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Journal Article
Speech Enhancement Using Generative Dictionary Learning
Sigg, C. D., Dikk, T., Buhmann, J. M.
Published in IEEE transactions on audio, speech, and language processing (01.08.2012)
Published in IEEE transactions on audio, speech, and language processing (01.08.2012)
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Journal Article
Dissecting psychiatric spectrum disorders by generative embedding
Brodersen, Kay H, Deserno, Lorenz, Schlagenhauf, Florian, Lin, Zhihao, Penny, Will D, Buhmann, Joachim M, Stephan, Klaas E
Published in NeuroImage clinical (01.01.2014)
Published in NeuroImage clinical (01.01.2014)
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Journal Article
Weakly supervised structured output learning for semantic segmentation
Vezhnevets, A., Ferrari, V., Buhmann, J. M.
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
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Conference Proceeding
Prediction of colorectal cancer diagnosis based on circulating plasma proteins
Surinova, Silvia, Choi, Meena, Tao, Sha, Schüffler, Peter J, Chang, Ching‐Yun, Clough, Timothy, Vysloužil, Kamil, Khoylou, Marta, Srovnal, Josef, Liu, Yansheng, Matondo, Mariette, Hüttenhain, Ruth, Weisser, Hendrik, Buhmann, Joachim M, Hajdúch, Marián, Brenner, Hermann, Vitek, Olga, Aebersold, Ruedi
Published in EMBO molecular medicine (01.09.2015)
Published in EMBO molecular medicine (01.09.2015)
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Journal Article
The Balanced Accuracy and Its Posterior Distribution
Brodersen, Kay H, Cheng Soon Ong, Stephan, Klaas E, Buhmann, Joachim M
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
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Conference Proceeding
TI-POOLING: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks
Laptev, Dmitry, Savinov, Nikolay, Buhmann, Joachim M., Pollefeys, Marc
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
Fully automatic stitching and distortion correction of transmission electron microscope images
Kaynig, Verena, Fischer, Bernd, Müller, Elisabeth, Buhmann, Joachim M.
Published in Journal of structural biology (01.08.2010)
Published in Journal of structural biology (01.08.2010)
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Journal Article
A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts
Meyer, Stefanie, Fuchs, Thomas J, Bosserhoff, Anja K, Hofstädter, Ferdinand, Pauer, Armin, Roth, Volker, Buhmann, Joachim M, Moll, Ingrid, Anagnostou, Nikos, Brandner, Johanna M, Ikenberg, Kristian, Moch, Holger, Landthaler, Michael, Vogt, Thomas, Wild, Peter J
Published in PloS one (07.06.2012)
Published in PloS one (07.06.2012)
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Journal Article
Empirical Evaluation of Dissimilarity Measures for Color and Texture
Rubner, Yossi, Puzicha, Jan, Tomasi, Carlo, Buhmann, Joachim M
Published in Computer vision and image understanding (01.10.2001)
Published in Computer vision and image understanding (01.10.2001)
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Journal Article
Stability-Based Validation of Clustering Solutions
Lange, Tilman, Roth, Volker, Braun, Mikio L., Buhmann, Joachim M.
Published in Neural computation (01.06.2004)
Published in Neural computation (01.06.2004)
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Journal Article
NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing
Fischer, Bernd, Roth, Volker, Roos, Franz, Grossmann, Jonas, Baginsky, Sacha, Widmayer, Peter, Gruissem, Wilhelm, Buhmann, Joachim M
Published in Analytical chemistry (Washington) (15.11.2005)
Published in Analytical chemistry (Washington) (15.11.2005)
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Journal Article
Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera
Ommer, Björn, Mader, Theodor, Buhmann, Joachim M.
Published in International journal of computer vision (01.06.2009)
Published in International journal of computer vision (01.06.2009)
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Journal Article