Subgroup-Independent Mapping of Renal Cell Carcinoma—Machine Learning Reveals Prognostic Mitochondrial Gene Signature Beyond Histopathologic Boundaries by André Marquardt, André Marquardt, André Marquardt, Antonio Giovanni Solimando, Antonio Giovanni Solimando, Alexander Kerscher, Max Bittrich, Charis Kalogirou, Hubert Kübler, Andreas Rosenwald, Ralf Bargou, Philip Kollmannsberger, Bastian Schilling, Svenja Meierjohann, Svenja Meierjohann, Markus Krebs, Markus Krebs

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Editorial: Transparent machine learning in bio-medicine by Juan G. Diaz Ochoa, Juan G. Diaz Ochoa, André Marquardt

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NRF2 Enables EGFR Signaling in Melanoma Cells by Julia Katharina Charlotte Kreß, Christina Jessen, André Marquardt, Anita Hufnagel, Svenja Meierjohann

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Visual Clustering of Transcriptomic Data from Primary and Metastatic Tumors—Dependencies and Novel Pitfalls by André Marquardt, Philip Kollmannsberger, Markus Krebs, Antonella Argentiero, Markus Knott, Antonio Giovanni Solimando, Alexander Georg Kerscher

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RNAi-Mediated Knockdown of Cottontail Rabbit Papillomavirus Oncogenes Using Low-Toxicity Lipopolyplexes as a Paradigm to Treat Papillomavirus-Associated Cancers by Uzma Ali, Michael Bette, Ghazala Ambreen, Shashank R. Pinnapireddy, Imran Tariq, André Marquardt, Boris A. Stuck, Udo Bakowsky, Robert Mandic

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Identifying New Potential Biomarkers in Adrenocortical Tumors Based on mRNA Expression Data Using Machine Learning by André Marquardt, Laura-Sophie Landwehr, Cristina L. Ronchi, Guido di Dalmazi, Anna Riester, Philip Kollmannsberger, Barbara Altieri, Martin Fassnacht, Silviu Sbiera

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The importin beta superfamily member RanBP17 exhibits a role in cell proliferation and is associated with improved survival of patients with HPV+ HNSCC by Robert Mandic, André Marquardt, Philip Terhorst, Uzma Ali, Annette Nowak-Rossmann, Chengzhong Cai, Fiona R. Rodepeter, Thorsten Stiewe, Bernadette Wezorke, Michael Wanzel, Andreas Neff, Boris A. Stuck, Michael Bette

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Predicting Microenvironment in CXCR4- and FAP-Positive Solid Tumors—A Pan-Cancer Machine Learning Workflow for Theranostic Target Structures by André Marquardt, Philipp Hartrampf, Philip Kollmannsberger, Antonio G. Solimando, Svenja Meierjohann, Hubert Kübler, Ralf Bargou, Bastian Schilling, Sebastian E. Serfling, Andreas Buck, Rudolf A. Werner, Constantin Lapa, Markus Krebs

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Critical Evaluation of a microRNA-Based Risk Classifier Predicting Cancer-Specific Survival in Renal Cell Carcinoma with Tumor Thrombus of the Inferior Vena Cava by Mischa J. Kotlyar, Markus Krebs, Antonio Giovanni Solimando, André Marquardt, Maximilian Burger, Hubert Kübler, Ralf Bargou, Susanne Kneitz, Wolfgang Otto, Johannes Breyer, Daniel C. Vergho, Burkhard Kneitz, Charis Kalogirou

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