Prediction of cognitive decline in Parkinson’s disease (PD) patients with electroencephalography (EEG) connectivity characterized by time-between-phase-crossing (TBPC) von Gschwandtner, Ute, Bogaarts, Guy, Roth, Volker, Fuhr, Peter

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On the Difference between the Information Bottleneck and the Deep Information Bottleneck von Wieczorek, Aleksander, Roth, Volker

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Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network von Samarin, Maxim, Zweifel, Lauren, Roth, Volker, Alewell, Christine

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Kernel Fisher Discriminants for Outlier Detection von Roth, Volker

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Information Theoretic Causal Effect Quantification von Wieczorek, Aleksander, Roth, Volker

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Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings von Roth, Volker, Vetter, Thomas

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Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates von Parbhoo, Sonali, Wieser, Mario, Wieczorek, Aleksander, Roth, Volker

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Probabilistic inference of viral quasispecies subject to recombination von Töpfer, Armin, Zagordi, Osvaldo, Prabhakaran, Sandhya, Roth, Volker, Halperin, Eran, Beerenwinkel, Niko

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Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations von Giallonardo, Francesca Di, Töpfer, Armin, Rey, Melanie, Prabhakaran, Sandhya, Duport, Yannick, Leemann, Christine, Schmutz, Stefan, Campbell, Nottania K, Joos, Beda, Lecca, Maria Rita, Patrignani, Andrea, Däumer, Martin, Beisel, Christian, Rusert, Peter, Trkola, Alexandra, Günthard, Huldrych F, Roth, Volker, Beerenwinkel, Niko, Metzner, Karin J

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Quantitative proteomics and phosphoproteomics on serial tumor biopsies from a sorafenib-treated HCC patient von Dazert, Eva, Colombi, Marco, Boldanova, Tujana, Moes, Suzette, Adametz, David, Quagliata, Luca, Roth, Volker, Terracciano, Luigi, Heim, Markus H., Jenoe, Paul, Hall, Michael N.

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Dynamic Functional Connectivity of EEG: From Identifying Fingerprints to Gender Differences to a General Blueprint for the Brain's Functional Organization von Gschwandtner, Ute, Bogaarts, Guy, Chaturvedi, Menorca, Hatz, Florian, Meyer, Antonia, Fuhr, Peter, Roth, Volker

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Supervised Speaker Diarization Using Random Forests: A Tool for Psychotherapy Process Research von Fürer, Lukas, Schenk, Nathalie, Roth, Volker, Steppan, Martin, Schmeck, Klaus, Zimmermann, Ronan

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Improving counterfactual reasoning with kernelised dynamic mixing models von Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale

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Crystallization of 2D Hybrid Organic–Inorganic Perovskites Templated by Conductive Substrates von Kovaricek, Petr, Nadazdy, Peter, Pluharova, Eva, Brunova, Alica, Subair, Riyas, Vegso, Karol, Guerra, Valentino Libero Pio, Volochanskyi, Oleksandr, Kalbac, Martin, Krasnansky, Alexander, Pandit, Pallavi, Roth, Stephan Volker, Hinderhofer, Alexander, Majkova, Eva, Jergel, Matej, Tian, Jianjun, Schreiber, Frank, Siffalovic, Peter

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A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts von 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

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Nail osteosynthesis of long bones without image intensifier : SIGN Fracture Care makes it possible in hospitals of the "global south" von Roth, Volker

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Altered Perception of Environmental Volatility During Social Learning in Emerging Psychosis von Hauke, Daniel J, Wobmann, Michelle, Andreou, Christina, Mackintosh, Amatya J, de Bock, Renate, Karvelis, Povilas, Adams, Rick A, Sterzer, Philipp, Borgwardt, Stefan, Roth, Volker, Diaconescu, Andreea O

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EEG Slowing and Axial Motor Impairment Are Independent Predictors of Cognitive Worsening in a Three-Year Cohort of Patients With Parkinson's Disease von Kozak, Vitalii V., Chaturvedi, Menorca, Gschwandtner, Ute, Hatz, Florian, Meyer, Antonia, Roth, Volker, Fuhr, Peter

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Variational Networks: Connecting Variational Methods and Deep Learning von Kobler, Erich, Klatzer, Teresa, Hammernik, Kerstin, Pock, Thomas

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Physics-informed boundary integral networks (PIBI-Nets): A data-driven approach for solving partial differential equations von Nagy-Huber, Monika, Roth, Volker

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