Conceptual Aspects of Large Meta-Analyses with Publicly Available Microarray Data: A Case Study in Oncology by Markus Schmidberger, Sabine Lennert, Ulrich Mansmann

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affyPara—a Bioconductor Package for Parallelized Preprocessing Algorithms of Affymetrix Microarray Data by Markus Schmidberger, Esmeralda Vicedo, Ulrich Mansmann

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Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study by Yingxia Li, Tobias Herold, Ulrich Mansmann, Roman Hornung

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Benchmark study of feature selection strategies for multi-omics data by Yingxia Li, Ulrich Mansmann, Shangming Du, Roman Hornung

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Designing an ML Auditing Criteria Catalog as Starting Point for the Development of a Framework by Markus Schwarz, Ludwig Christian Hinske, Ulrich Mansmann, Fady Albashiti

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Prognostic models in multiple sclerosis: progress and challenges in clinical integration by Joachim Havla, Kelly Reeve, Begum Irmak On, Ulrich Mansmann, Ulrike Held

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Addressing treatment switching in the ALTA-1L trial with g-methods: exploring the impact of model specification by Amani Al Tawil, Sean McGrath, Robin Ristl, Ulrich Mansmann

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Distributed non-disclosive validation of predictive models by a modified ROC-GLM by Daniel Schalk, Raphael Rehms, Verena S. Hoffmann, Bernd Bischl, Ulrich Mansmann

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Practical applications of methods to incorporate patient preferences into medical decision models: a scoping review by Jakub Fusiak, Kousha Sarpari, Inger Ma, Ulrich Mansmann, Verena S. Hoffmann

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Framework for personalized prediction of treatment response in relapsing-remitting multiple sclerosis: a replication study in independent data by Anna Maria Sakr, Ulrich Mansmann, Joachim Havla, Begum Irmak Ön, Begum Irmak Ön

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State of the Art in Parallel Computing with R by Markus Schmidberger, Luke Tierney, Dirk Eddelbuettel, Hao Yu, Ulrich Mansmann, Martin Morgan

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Usability of German hospital administrative claims data for healthcare research: General assessment and use case of multiple myeloma in Munich university hospital in 2015-2017. by Amal AlZahmi, Irena Cenzer, Ulrich Mansmann, Helmut Ostermann, Sebastian Theurich, Tobias Schleinkofer, Karin Berger

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Joint analysis of PK and immunogenicity outcomes using factorization model − a powerful approach for PK similarity study by Halimu N. Haliduola, Fausto Berti, Heimo Stroissnig, Eric Guenzi, Hendrik Otto, Abid Sattar, Ulrich Mansmann

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Examination of betahistine bioavailability in combination with the monoamine oxidase B inhibitor, selegiline, in humans—a non-randomized, single-sequence, two-period titration, ope... by Michael Strupp, Grant C. Churchill, Ivonne Naumann, Ulrich Mansmann, Amani Al Tawil, Anastasia Golentsova, Nicolina Goldschagg

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Statistical analysis plan for the WOMAN-ETAPlaT study: Effect of tranexamic acid on platelet function and thrombin generation [version 2; referees: 2 approved, 2 approved with rese... by Kastriot Dallaku, Haleema Shakur, Phil Edwards, Danielle Beaumont, Ian Roberts, Sumaya Huque, Maria Delius, Ulrich Mansmann

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Effectiveness of an individually tailored complex intervention to improve activities and participation in nursing home residents with joint contractures (JointConEval): a multicent... by Ulrich Mansmann, Gabriele Meyer, Martin Müller, Markus Vomhof, Natalie Nguyen, Regina Thalhammer, Lien Le, Stefanie Skudlik, Katrin Beutner

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Enhanced Recovery after Intensive Care (ERIC): study protocol for a German stepped wedge cluster randomised controlled trial to evaluate the effectiveness of a critical care telehe... by Ulrich Mansmann, Claudia Spies, Ursula Marschall, Reinhard Busse, Christine Adrion, Bjoern Weiss, Nicolas Paul, Elke Berger, Jörg Caumanns, Simone Rosseau

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Pylorus resection versus pylorus preservation in pancreatoduodenectomy (PyloResPres): study protocol and statistical analysis plan for a German multicentre, single-blind, surgical,... by Ulrich Mansmann, Jens Werner, Bernhard W Renz, Christine Adrion, Carsten Klinger, Matthias Ilmer, Jan G D’Haese, Heinz-J Buhr

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Predicting the earliest deviation in weight gain in the course towards manifest overweight in offspring exposed to obesity in pregnancy: a longitudinal cohort study by Delphina Gomes, Lien Le, Sarah Perschbacher, Nikolaus A. Haas, Heinrich Netz, Uwe Hasbargen, Maria Delius, Kristin Lange, Uta Nennstiel, Adelbert A. Roscher, Ulrich Mansmann, Regina Ensenauer

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Medical journal requirements for clinical trial data sharing: Ripe for improvement. by Florian Naudet, Maximilian Siebert, Claude Pellen, Jeanne Gaba, Cathrine Axfors, Ioana Cristea, Valentin Danchev, Ulrich Mansmann, Christian Ohmann, Joshua D Wallach, David Moher, John P A Ioannidis

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