A machine learning model for the prediction of survival and tumor subtype in pancreatic ductal adenocarcinoma from preoperative diffusion-weighted imaging by Georgios Kaissis, Sebastian Ziegelmayer, Fabian Lohöfer, Hana Algül, Matthias Eiber, Wilko Weichert, Roland Schmid, Helmut Friess, Ernst Rummeny, Donna Ankerst, Jens Siveke, Rickmer Braren

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1294 External validation of machine learning models to predict efficacy and toxicity of immune checkpoint inhibitors using real-world pan cancer cohorts by Jens Siveke, Alexander Roesch, Viktor Grünwald, Zoltan Kiss, Jan Wolber, Martin Schuler, Julius Keyl, Levente Lippenszky, Pablo Napan-Molina, Eszter Csernai, Travis Osterman, Balazs Laczi, Alexander Brehmer, Moon Kim, Moritz Meyer, Stefan Kasper, Jens Kleesiek

Integrin-Targeted Hybrid Fluorescence Molecular Tomography/X-ray Computed Tomography for Imaging Tumor Progression and Early Response in Non-Small Cell Lung Cancer by Xiaopeng Ma, Valerie Phi Van, Melanie A. Kimm, Jaya Prakash, Horst Kessler, Katja Kosanke, Annette Feuchtinger, Michaela Aichler, Aayush Gupta, Ernst J. Rummeny, Michel Eisenblätter, Jens Siveke, Axel K. Walch, Rickmer Braren, Vasilis Ntziachristos, Moritz Wildgruber

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Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC by Elisabeth Bliemsrieder, Georgios Kaissis, Martin Grashei, Geoffrey Topping, Jennifer Altomonte, Christian Hundshammer, Fabian Lohöfer, Irina Heid, Dominik Keim, Selamawit Gebrekidan, Marija Trajkovic-Arsic, Aline Winkelkotte, Katja Steiger, Roman Nawroth, Jens Siveke, Markus Schwaiger, Marcus Makowski, Franz Schilling, Rickmer Braren

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Author Correction: Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC by Elisabeth Bliemsrieder, Georgios Kaissis, Martin Grashei, Geoffrey Topping, Jennifer Altomonte, Christian Hundshammer, Fabian Lohöfer, Irina Heid, Dominik Keim, Selamawit Gebrekidan, Marija Trajkovic-Arsic, AM Winkelkotte, Katja Steiger, Roman Nawroth, Jens Siveke, Markus Schwaiger, Marcus Makowski, Franz Schilling, Rickmer Braren

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[18F]FDG PET/MRI enables early chemotherapy response prediction in pancreatic ductal adenocarcinoma by Felix N. Harder, Friederike Jungmann, Georgios A. Kaissis, Fabian K. Lohöfer, Sebastian Ziegelmayer, Daniel Havel, Michael Quante, Maximillian Reichert, Roland M. Schmid, Ihsan Ekin Demir, Helmut Friess, Moritz Wildgruber, Jens Siveke, Alexander Muckenhuber, Katja Steiger, Wilko Weichert, Isabel Rauscher, Matthias Eiber, Marcus R. Makowski, Rickmer F. Braren

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Protocol of the IntenSify‐Trial: An open‐label phase I trial of the CYP3A inhibitor cobicistat and the cytostatics gemcitabine and nab‐paclitaxel in patients with advanced stage or... by Nicolas Hohmann, Martin Ronald Sprick, Moritz Pohl, Azaz Ahmed, Jürgen Burhenne, Marietta Kirchner, Lucian Le Cornet, Markus Kratzmann, Jacek Hajda, Albrecht Stenzinger, Karen Steindorf, Stefan Delorme, Heinz‐Peter Schlemmer, Sabine Riethdorf, Ron vanSchaik, Klaus Pantel, Jens Siveke, Thomas Seufferlein, Dirk Jäger, Walter E. Haefeli, Andreas Trumpp, Christoph Springfeld

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Epigenetics of gastrointestinal diseases: notes from a workshop by David L. Marks, Rachel L. Olson, Raul Urrutia, Daniel D. Billadeau, Nilotpal Roy, George A. Calin, Muller Fabbri, Marina Koutsioumpa, Dimitrios Iliopoulos, Tamas Ordog, Robert Huebert, Olga Sarmento, Adebowale O. Bamidele, William Faubion, Gwen L. Lomberk, Jens Siveke, Nita Ahuja, Juan Iovanna, Ryan A. Hlady, Keith Robertson, John Kisiel, Christopher L. Pin, Martin E. Fernandez-Zapico

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Community-driven development of a modified progression-free survival ratio for precision oncology by Sebastian Schölch, Benedikt Brors, Albrecht Stenzinger, Ursula Ehmer, Ulrich-Frank Pape, Christoph Springfeld, Dirk Jäger, Felix J Hüttner, Andreas Mock, Christoph E Heilig, Simon Kreutzfeldt, Daniel Huebschmann, Christoph Heining, Evelin Schröck, Richard Schlenk, Hanno Glimm, Stefan Fröhling, Peter Horak, Leonidas Apostolidis, Marinela Augustin, Daniela Aust, Irfan Ahmed Bhatti, Johannes Bloehdorn, Cornelia Brendel, Christian Britschgi, Jan Braess, Stefan Burdach, Elena Busch, Jozefina Casuscelli, Alexander Desuki, Thomas Deutsch, Mareike Dietrich, Thomas J Ettrich, Johanna Falkenhorst, Tanja Fehm, Anne Flörcken, Andrea Forschner, Stefan Fuxius, Maria Gonzales-Carmona, Frank Griesinger, Sabine Grill, Stefan Gröschel, Georg Martin Haag, Ulrich Haag, Niels Halama, Holger Hebart, Nina Heidger, Barbara Hermes, Georg Hess, Simone Hettmer, Manuela Hoechstetter, Martin Hoffmann, Anna L Illert, Maximilian Jenzer, Bernd Kasper, Stefan Kasper-Virchow, Thomas Kindler, Ewa Koscielniak, Jan Krönke, Michael Kühn, Volker Kunzmann, Alois Lang, Jonas Leichsenring, Elisabeth Livingstone, Lucia Liotta, Kim Luley, Elisabeth Mack, Uwe M Martens, Klaus Metzeler, Jan Moritz Middeke, Lino Möhrmann, Roopa Jayarama-Naidu, Lukas Perkhofer, Arne Pfeufer, Constantin Pixberg, Michael Quante, Bernhard Rendenbach, Damian Rieke, Christian Rothermundt, Andre Norbert Sagerer, Martin Salzmann, Dieter Saur, Bastian Schilling, Jan Schleicher, Anke Schlenska-Lange, Thomas Schmidt, Sophia Schmitz, Rajiv Shah, Khalid Shoumariyeh, Alexander Siebenhüner, Martin Singh, Jens Siveke, Helen Starke, Sophia Strobel, Veronica Teleanu, Niklas Thon, Sebastian Wagner, Thomas Walle, Benedikt Westphalen, Bettina Whitlock, Eva Winkler, Naita Maren Wirsik, Lena Woydack, Angelika Zabel-du Bois, Stefanie Zschäbitz

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