Outline and background for the EU-OS solubility prediction challenge by Wenyu Wang, Jing Tang, Andrea Zaliani

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Pharmaceutical patent landscaping: A novel approach to understand patents from the drug discovery perspective by Yojana Gadiya, Philip Gribbon, Martin Hofmann-Apitius, Andrea Zaliani

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Pharmacophore-based ML model to filter candidate E3 ligands and predict E3 Ligase binding probabilities by Reagon Karki, Yojana Gadiya, Simran Shetty, Philip Gribbon, Andrea Zaliani

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Exploring SureChEMBL from a drug discovery perspective by Yojana Gadiya, Simran Shetty, Martin Hofmann-Apitius, Philip Gribbon, Andrea Zaliani

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Pharmacological profiles of neglected tropical disease drugs by Alessandro Greco, Reagon Karki, Yojana Gadiya, Clara Deecke, Andrea Zaliani, Sheraz Gul

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Data-science based analysis of perceptual spaces of odors in olfactory loss by Jörn Lötsch, Alfred Ultsch, Antje Hähner, Vivien Willgeroth, Moustafa Bensafi, Andrea Zaliani, Thomas Hummel

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MultiGML: Multimodal graph machine learning for prediction of adverse drug events by Sophia Krix, Lauren Nicole DeLong, Sumit Madan, Daniel Domingo-Fernández, Ashar Ahmad, Sheraz Gul, Andrea Zaliani, Holger Fröhlich

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A machine learning method for the identification and characterization of novel COVID-19 drug targets by Bruce Schultz, Lauren Nicole DeLong, Aliaksandr Masny, Manuel Lentzen, Tamara Raschka, David van Dijk, Andrea Zaliani, COPERIMOplus, Holger Fröhlich

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Combination of the biomarkers for aging and cancer? - Challenges and current status by Dai Li, Feng Ju, Han Wang, Chunfu Fan, Jule C. Jacob, Sheraz Gul, Andrea Zaliani, Thomas Wartmann, Maria Cristina Polidori, Christiane J. Bruns, Yue Zhao

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A SARS-CoV-2 cytopathicity dataset generated by high-content screening of a large drug repurposing collection by Bernhard Ellinger, Denisa Bojkova, Andrea Zaliani, Jindrich Cinatl, Carsten Claussen, Sandra Westhaus, Oliver Keminer, Jeanette Reinshagen, Maria Kuzikov, Markus Wolf, Gerd Geisslinger, Philip Gribbon, Sandra Ciesek

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Drug repurposing screen to identify inhibitors of the RNA polymerase (nsp12) and helicase (nsp13) from SARS-CoV-2 replication and transcription complex by Maria Kuzikov, Jeanette Reinshagen, Krzysztof Wycisk, Angela Corona, Francesca Esposito, Paolo Malune, Candida Manelfi, Daniela Iaconis, Andrea Beccari, Enzo Tramontano, Marcin Nowotny, Björn Windshügel, Philip Gribbon, Andrea Zaliani

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Identification and development of TRPM4 antagonists to counteract neuronal excitotoxicity by Lars Binkle-Ladisch, Andy Pironet, Andrea Zaliani, Chantal Alcouffe, Daniel Mensching, Undine Haferkamp, Anne Willing, Marcel S. Woo, Alexandre Erdmann, Timm Jessen, Stephen D. Hess, Philip Gribbon, Ole Pless, Rudi Vennekens, Manuel A. Friese

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Curating, Collecting, and Cataloguing Global COVID-19 Datasets for the Aim of Predicting Personalized Risk by Sepehr Golriz Khatami, Astghik Sargsyan, Maria Francesca Russo, Daniel Domingo-Fernández, Andrea Zaliani, Abish Kaladharan, Priya Sethumadhavan, Sarah Mubeen, Yojana Gadiya, Reagon Karki, Stephan Gebel, Ram Kumar Ruppa Surulinathan, Vanessa Lage-Rupprecht, Saulius Archipovas, Geltrude Mingrone, Marc Jacobs, Carsten Claussen, Martin Hofmann-Apitius, Alpha Tom Kodamullil

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Cytopathic SARS-CoV-2 screening on VERO-E6 cells in a large-scale repurposing effort by Andrea Zaliani, Laura Vangeel, Jeanette Reinshagen, Daniela Iaconis, Maria Kuzikov, Oliver Keminer, Markus Wolf, Bernhard Ellinger, Francesca Esposito, Angela Corona, Enzo Tramontano, Candida Manelfi, Katja Herzog, Dirk Jochmans, Steven De Jonghe, Winston Chiu, Thibault Francken, Joost Schepers, Caroline Collard, Kayvan Abbasi, Carsten Claussen, Vincenzo Summa, Andrea R. Beccari, Johan Neyts, Philip Gribbon, Pieter Leyssen

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Corrigendum to “Machine Learning Based Prediction of COVID-19 Mortality Suggests Repositioning of Anticancer Drug for Treating Severe Cases”[Artificial Intelligence in Life Science... by Thomas Linden, Frank Hanses, Daniel Domingo-Fernández, Lauren Nicole DeLong, Alpha Tom Kodamullil, Jochen Schneider, Maria J.G.T. Vehreschild, Julia Lanznaster, Maria Madeleine Ruethrich, Stefan Borgmann, Martin Hower, Kai Wille, Torsten Feldt, Siegbert Rieg, Bernd Hertenstein, Christoph Wyen, Christoph Roemmele, Jörg Janne Vehreschild, Carolin E.M. Jakob, Melanie Stecher, Maria Kuzikov, Andrea Zaliani, Holger Fröhlich

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A method for the rational selection of drug repurposing candidates from multimodal knowledge harmonization by Bruce Schultz, Andrea Zaliani, Christian Ebeling, Jeanette Reinshagen, Denisa Bojkova, Vanessa Lage-Rupprecht, Reagon Karki, Sören Lukassen, Yojana Gadiya, Neal G. Ravindra, Sayoni Das, Shounak Baksi, Daniel Domingo-Fernández, Manuel Lentzen, Mark Strivens, Tamara Raschka, Jindrich Cinatl, Lauren Nicole DeLong, Phil Gribbon, Gerd Geisslinger, Sandra Ciesek, David van Dijk, Steve Gardner, Alpha Tom Kodamullil, Holger Fröhlich, Manuel Peitsch, Marc Jacobs, Julia Hoeng, Roland Eils, Carsten Claussen, Martin Hofmann-Apitius

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