A systematic atlas of chaperome deregulation topologies across the human cancer landscape von Hadizadeh Esfahani, Ali, Sverchkova, Angelina, Saez-Rodriguez, Julio, Schuppert, Andreas A, Brehme, Marc

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Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms von Kusch, Nina, Schuppert, Andreas

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6-month mortality and readmissions of hospitalized COVID-19 patients: A nationwide cohort study of 8,679 patients in Germany von Gunster, Christian, Busse, Reinhard, Spoden, Melissa, Rombey, Tanja, Schillinger, Gerhard, Hoffmann, Wolfgang, Weber-Carstens, Steffen, Schuppert, Andreas, Karagiannidis, Christian

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From hype to reality: data science enabling personalized medicine von Fröhlich, Holger, Balling, Rudi, Beerenwinkel, Niko, Kohlbacher, Oliver, Kumar, Santosh, Lengauer, Thomas, Maathuis, Marloes H, Moreau, Yves, Murphy, Susan A, Przytycka, Teresa M, Rebhan, Michael, Röst, Hannes, Schuppert, Andreas, Schwab, Matthias, Spang, Rainer, Stekhoven, Daniel, Sun, Jimeng, Weber, Andreas, Ziemek, Daniel, Zupan, Blaz

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Inflammatory processes during acute respiratory distress syndrome: a complex system von Reiss, Lucy K, Schuppert, Andreas, Uhlig, Stefan

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Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions von Samadi, Moein E, Mirzaieazar, Hedieh, Mitsos, Alexander, Schuppert, Andreas

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A training strategy for hybrid models to break the curse of dimensionality von Moein E. Samadi, Sandra Kiefer, Sebastian Johaness Fritsch, Johannes Bickenbach, Andreas Schuppert

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Bayesian Population Physiologically-Based Pharmacokinetic (PBPK) Approach for a Physiologically Realistic Characterization of Interindividual Variability in Clinically Relevant Pop... von Krauss, Markus, Tappe, Kai, Schuppert, Andreas, Kuepfer, Lars, Goerlitz, Linus

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Few inputs can reprogram biological networks von Müller, Franz-Josef, Schuppert, Andreas

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Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups von Merkelbach, Kilian, Schaper, Steffen, Diedrich, Christian, Fritsch, Sebastian Johannes, Schuppert, Andreas

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A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals von Samadi, Moein E., Guzman-Maldonado, Jorge, Nikulina, Kateryna, Mirzaieazar, Hedieh, Sharafutdinov, Konstantin, Fritsch, Sebastian Johannes, Schuppert, Andreas

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A training strategy for hybrid models to break the curse of dimensionality von E. Samadi, Moein, Kiefer, Sandra, Fritsch, Sebastian Johaness, Bickenbach, Johannes, Schuppert, Andreas

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Different spreading dynamics throughout Germany during the second wave of the COVID-19 pandemic: a time series study based on national surveillance data von Schuppert, Andreas, Polotzek, Katja, Schmitt, Jochen, Busse, Reinhard, Karschau, Jens, Karagiannidis, Christian

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Epigenetic and Transcriptional Shifts in Human Neural Stem Cells after Reprogramming into Induced Pluripotent Stem Cells and Subsequent Redifferentiation von Haubenreich, Carolin, Lenz, Michael, Schuppert, Andreas, Peitz, Michael, Koch, Philipp, Zenke, Martin, Brüstle, Oliver

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Nanog-dependent feedback loops regulate murine embryonic stem cell heterogeneity von MacArthur, Ben D., Sevilla, Ana, Lenz, Michel, Müller, Franz-Josef, Schuldt, Berhard M., Schuppert, Andreas A., Ridden, Sonya J., Stumpf, Patrick S., Fidalgo, Miguel, Ma’ayan, Avi, Wang, Jianlong, Lemischka, Ihor R.

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Methodological challenges in translational drug response modeling in cancer: A systematic analysis with FORESEE von Schaetzle, Lisa-Katrin, Hadizadeh Esfahani, Ali, Schuppert, Andreas

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Spike by spike frequency analysis of amperometry traces provides statistical validation of observations in the time domain von Krishnan, Jeyashree, Lian, Zeyu, Oomen, Pieter E., Amir-Aref, Mohaddeseh, He, Xiulan, Majdi, Soodabeh, Schuppert, Andreas, Ewing, Andrew

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Biometric covariates and outcome in COVID-19 patients: are we looking close enough? von Sharafutdinov, Konstantin, Fritsch, Sebastian Johannes, Marx, Gernot, Bickenbach, Johannes, Schuppert, Andreas

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Physiologically-based modelling in mice suggests an aggravated loss of clearance capacity after toxic liver damage von Schenk, Arne, Ghallab, Ahmed, Hofmann, Ute, Hassan, Reham, Schwarz, Michael, Schuppert, Andreas, Schwen, Lars Ole, Braeuning, Albert, Teutonico, Donato, Hengstler, Jan G., Kuepfer, Lars

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Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data von Polzin, Richard, Fritsch, Sebastian, Sharafutdinov, Konstantin, Marx, Gernot, Schuppert, Andreas

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