Rudolf Aebersold5, Melike Ak33, Faisal S Al-Quaddoomi12,22, Silvana I Albert10, Jonas Albinus10, Ilaria Alborelli29, Sonali Andani9,22,31,36, Per-Olof Attinger14, Marina Bacac21, Daniel Baumhoer29, Beatrice Beck-Schimmer44, Niko Beerenwinkel7,22, Christian Beisel7, Lara Bernasconi32, Anne Bertolini12,22, Bernd Bodenmiller11,40, Ximena Bonilla9, Lars Bosshard12,22, Byron Calgua29, Ruben Casanova40, Stéphane Chevrier40, Natalia Chicherova12,22, Ricardo Coelho23, Maya D'Costa13, Esther Danenberg42, Natalie R Davidson9, Monica-Andreea Drăgan7, Reinhard Dummer33, Stefanie Engler40, Martin Erkens19, Katja Eschbach7, Cinzia Esposito42, André Fedier23, Pedro F Ferreira7, Joanna Ficek-Pascual1,9,16,22,31, Anja L Frei36, Bruno Frey18, Sandra Goetze10, Linda Grob12,22, Gabriele Gut42, Detlef Günther8, Pirmin Haeuptle3, Viola Heinzelmann-Schwarz23,28, Sylvia Herter21, Rene Holtackers42, Tamara Huesser21, Alexander Immer9,17, Anja Irmisch33, Francis Jacob23, Andrea Jacobs40, Tim M Jaeger14, Katharina Jahn7, Alva R James9,22,31, Philip M Jermann29, André Kahles9,22,31, Abdullah Kahraman22,36, Viktor H Koelzer36,41, Werner Kuebler30, Jack Kuipers7,22, Christian P Kunze27, Christian Kurzeder26, Kjong-Van Lehmann2,4,9,15, Mitchell Levesque33, Ulrike Lischetti23, Flavio C Lombardo23, Sebastian Lugert13, Gerd Maass18, Markus G Manz35, Philipp Markolin9, Martin Mehnert10, Julien Mena5, Julian M Metzler34, Nicola Miglino35,41, Emanuela S Milani10, Holger Moch36, Simone Muenst29, Riccardo Murri43, Charlotte KY Ng29,39, Stefan Nicolet29, Marta Nowak36, Monica Nunez Lopez23, Patrick GA Pedrioli6, Lucas Pelkmans42, Salvatore Piscuoglio23,29, Michael Prummer12,22, Prélot, Laurie9,22,31, Natalie Rimmer23, Mathilde Ritter23, Christian Rommel19, María L Rosano-González12,22, Gunnar Rätsch1,6,9,22,31, Natascha Santacroce7, Jacobo Sarabia del Castillo42, Ramona Schlenker20, Petra C Schwalie19, Severin Schwan14, Tobias Schär7, Gabriela Senti32, Wenguang Shao10, Franziska Singer12,22, Sujana Sivapatham40, Berend Snijder5,22, Bettina Sobottka36, Vipin T Sreedharan12,22, Stefan Stark9,22,31, Daniel J Stekhoven12,22, Tanmay Tanna7,9, Alexandre PA Theocharides35, Tinu M Thomas9,22,31, Markus Tolnay29, Vinko Tosevski21, Nora C Toussaint12,22, Mustafa A Tuncel7,22, Marina Tusup33, Audrey Van Drogen10, Marcus Vetter25, Tatjana Vlajnic29, Sandra Weber32, Walter P Weber24, Rebekka Wegmann5, Michael Weller38, Fabian Wendt10, Norbert Wey36, Andreas Wicki35,41, Mattheus HE Wildschut5,35, Bernd Wollscheid10, Shuqing Yu12,22, Johanna Ziegler33, Marc Zimmermann9, Martin Zoche36, Gregor Zuend37

1AI Center at ETH Zurich, Andreasstrasse 5, 8092 Zurich, Switzerland, 2Cancer Research Center Cologne-Essen, University Hospital Cologne, Cologne, Germany, 3Cantonal Hospital Baselland, Medical University Clinic, Rheinstrasse 26, 4410 Liestal, Switzerland, 4Center for Integrated Oncology Aachen (CIO-A), Aachen, Germany, 5ETH Zurich, Department of Biology, Institute of Molecular Systems Biology, Otto-Stern-Weg 3, 8093 Zurich, Switzerland, 6ETH Zurich, Department of Biology, Wolfgang-Pauli-Strasse 27, 8093 Zurich, Switzerland, 7ETH Zurich, Department of Biosystems Science and Engineering, Mattenstrasse 26, 4058 Basel, Switzerland, 8ETH Zurich, Department of Chemistry and Applied Biosciences, Vladimir-Prelog-Weg 1-5/10, 8093 Zurich, Switzerland, 9ETH Zurich, Department of Computer Science, Institute of Machine Learning, Universitätstrasse 6, 8092 Zurich, Switzerland, 10ETH Zurich, Department of Health Sciences and Technology, Otto-Stern-Weg 3, 8093 Zurich, Switzerland, 11ETH Zurich, Institute of Molecular Health Sciences, Otto-Stern-Weg 7, 8093 Zurich, Switzerland, 12ETH Zurich, NEXUS Personalized Health Technologies, Wagistrasse 18, 8952 Zurich, Switzerland, 13F. Hoffmann-La Roche Ltd, Grenzacherstrasse 124, 4070 Basel, Switzerland, 14F. Hoffmann-La Roche Ltd, Grenzacherstrasse 124, 4070 Basel, Switzerland, , 15Joint Research Center Computational Biomedicine, University Hospital RWTH Aachen, Aachen, Germany, 16Life Science Zurich Graduate School, Biomedicine PhD Program, Winterthurerstrasse 190, 8057 Zurich, Switzerland, 17Max Planck ETH Center for Learning Systems, , 18Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany, 19Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, Grenzacherstrasse 124, 4070 Basel, Switzerland, 20Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany, 21Roche Pharmaceutical Research and Early Development, Roche Innovation Center Zurich, Wagistrasse 10, 8952 Schlieren, Switzerland, 22SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland, 23University Hospital Basel and University of Basel, Department of Biomedicine, Hebelstrasse 20, 4031 Basel, Switzerland, 24University Hospital Basel and University of Basel, Department of Surgery, Brustzentrum, Spitalstrasse 21, 4031 Basel, Switzerland, 25University Hospital Basel, Brustzentrum & Tumorzentrum, Petersgraben 4, 4031 Basel, Switzerland, 26University Hospital Basel, Brustzentrum, Spitalstrasse 21, 4031 Basel, Switzerland, 27University Hospital Basel, Department of Information- and Communication Technology, Spitalstrasse 26, 4031 Basel, Switzerland, 28University Hospital Basel, Gynecological Cancer Center, Spitalstrasse 21, 4031 Basel, Switzerland, 29University Hospital Basel, Institute of Medical Genetics and Pathology, Schönbeinstrasse 40, 4031 Basel, Switzerland, 30University Hospital Basel, Spitalstrasse 21/Petersgraben 4, 4031 Basel, Switzerland, 31University Hospital Zurich, Biomedical Informatics, Schmelzbergstrasse 26, 8006 Zurich, Switzerland, 32University Hospital Zurich, Clinical Trials Center, Rämistrasse 100, 8091 Zurich, Switzerland, 33University Hospital Zurich, Department of Dermatology, Gloriastrasse 31, 8091 Zurich, Switzerland, 34University Hospital Zurich, Department of Gynecology, Frauenklinikstrasse 10, 8091 Zurich, Switzerland, 35University Hospital Zurich, Department of Medical Oncology and Hematology, Rämistrasse 100, 8091 Zurich, Switzerland, 36University Hospital Zurich, Department of Pathology and Molecular Pathology, Schmelzbergstrasse 12, 8091 Zurich, Switzerland, 37University Hospital Zurich, Rämistrasse 100, 8091 Zurich, Switzerland, 38University Hospital and University of Zurich, Department of Neurology, Frauenklinikstrasse 26, 8091 Zurich, Switzerland, 39University of Bern, Department of BioMedical Research, Murtenstrasse 35, 3008 Bern, Switzerland, 40University of Zurich, Department of Quantitative Biomedicine, Winterthurerstrasse 190, 8057 Zurich, Switzerland, 41University of Zurich, Faculty of Medicine, Zurich, Switzerland, 42University of Zurich, Institute of Molecular Life Sciences, Winterthurerstrasse 190, 8057 Zurich, Switzerland, 43University of Zurich, Services and Support for Science IT, Winterthurerstrasse 190, 8057 Zurich, Switzerland, 44University of Zurich, VP Medicine, Künstlergasse 15, 8001 Zurich, Switzerland