Assoc.-Prof. Dr. Matthias Samwald

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Kathrin BlagecResearch Associate, Medical University of ViennaVerified email at meduniwien.ac.at
Kei CheungDepartment of Emergency Medicine, Yale School of MedicineVerified email at yale.edu
Milad MoradiAI Research, Tricentis GmbHVerified email at tricentis.com
Michel DumontierDistinguished Professor of Data Science, Maastricht UniversityVerified email at maastrichtuniversity.nl
Allan HanburyTU Wien, Complexity Science Hub ViennaVerified email at tuwien.ac.at
Simon OttResearcher, Institute of Artificial Intelligence, Medical University of ViennaVerified email at meduniwien.ac.at
Georg DorffnerAssociate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of ViennaVerified email at meduniwien.ac.at
Olivier BodenreiderSenior Scientist, National Library of MedicineVerified email at nlm.nih.gov
Egon WillighagenBiGCaT, NUTRIM, Maastricht University/NL, ORCID:0000-0001-7542-0286, https://social.edu.nl/@egonwVerified email at maastrichtuniversity.nl
Timothy W. ClarkAssociate Professor of Public Health Sciences and Data Science, University of VirginiaVerified email at virginia.edu
henk-jan guchelaarLeiden University Medical centerVerified email at lumc.nl
Jesse SwenProfessor of Clinical Pharmacy & Pharmacogenetics, Leiden University Medical Center, Leiden, TheVerified email at lumc.nl
Helena Deus, PhDZS AssociatesVerified email at zs.com
Robert HoehndorfKing Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Anita de WaardVice President Research Collaborations, ElsevierVerified email at elsevier.com
George P. PatrinosUniversity of Patras, Department of PharmacyVerified email at upatras.gr
Munir PirmohamedUniversity of LiverpoolVerified email at liv.ac.uk
Stefan DeckerFraunhofer FIT, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Mark GersteinProfessor of Biomedical Informatics, Yale UniversityVerified email at yale.edu
Mark MusenStanford Medicine Professor of Biomedical Informatics Research, Stanford UniversityVerified email at stanford.edu

Assoc.-Prof. Dr. Matthias Samwald

Medical University of Vienna

Verified email at meduniwien.ac.at - Homepage

artificial intelligence biomedical informatics


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The BioPAX community standard for pathway data sharing E Demir, MP Cary, S Paley, K Fukuda, C Lemer, I Vastrik, G Wu, ... Nature biotechnology 28 (9), 935-942, 2010	773	2010
BLOOM: A 176b-parameter open-access multilingual language model TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... arXiv preprint arXiv:2211.05100, 2022	706	2022
Advancing translational research with the Semantic Web A Ruttenberg, T Clark, W Bug, M Samwald, O Bodenreider, H Chen, ... BMC bioinformatics 8, 1-16, 2007	344	2007
Implementing pharmacogenomics in Europe: design and implementation strategy of the ubiquitous pharmacogenomics consortium CH van der Wouden, A Cambon‐Thomsen, E Cecchin, KC Cheung, ... Clinical Pharmacology & Therapeutics 101 (3), 341-358, 2017	265	2017
Linked open drug data for pharmaceutical research and development M Samwald, A Jentzsch, C Bouton, CS Kallesøe, E Willighagen, ... Journal of cheminformatics 3, 1-6, 2011	253	2011
The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery M Dumontier, CJO Baker, J Baran, A Callahan, L Chepelev, ... Journal of biomedical semantics 5, 1-11, 2014	229	2014
The Arden Syntax standard for clinical decision support: Experiences and directions M Samwald, K Fehre, J De Bruin, KP Adlassnig Journal of biomedical informatics 45 (4), 711-718, 2012	179	2012
Toward a complete dataset of drug–drug interaction information from publicly available sources S Ayvaz, J Horn, O Hassanzadeh, Q Zhu, J Stan, NP Tatonetti, S Vilar, ... Journal of biomedical informatics 55, 206-217, 2015	155	2015
Life sciences on the Semantic Web: the Neurocommons and beyond A Ruttenberg, JA Rees, M Samwald, MS Marshall Briefings in bioinformatics 10 (2), 193-204, 2009	144	2009
Utilization and perceived problems of online medical resources and search tools among different groups of European physicians M Kritz, M Gschwandtner, V Stefanov, A Hanbury, M Samwald Journal of medical Internet research 15 (6), e2436, 2013	115	2013
The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside JS Luciano, B Andersson, C Batchelor, O Bodenreider, T Clark, ... Journal of biomedical semantics 2, 1-21, 2011	113	2011
A 12-gene pharmacogenetic panel to prevent adverse drug reactions: an open-label, multicentre, controlled, cluster-randomised crossover implementation study JJ Swen, CH van der Wouden, LEN Manson, H Abdullah-Koolmees, ... The Lancet 401 (10374), 347-356, 2023	107	2023
Exploring the application of deep learning techniques on medical text corpora JA Minarro-Giménez, O Marin-Alonso, M Samwald e-Health–For Continuity of Care, 584-588, 2014	106	2014
Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis SK Sieberts, F Zhu, J García-García, E Stahl, A Pratap, G Pandey, ... Nature communications 7 (1), 12460, 2016	90	2016
Emerging practices for mapping and linking life sciences data using RDF—A case series MS Marshall, R Boyce, HF Deus, J Zhao, EL Willighagen, M Samwald, ... Journal of Web Semantics 14, 2-13, 2012	89	2012
Linking open drug data. A Jentzsch, J Zhao, O Hassanzadeh, KH Cheung, M Samwald, ... I-SEMANTICS, 2009	89	2009
Post-hoc explanation of black-box classifiers using confident itemsets M Moradi, M Samwald Expert Systems with Applications 165, 113941, 2021	85	2021
A journey to Semantic Web query federation in the life sciences KH Cheung, HR Frost, MS Marshall, E Prud'hommeaux, M Samwald, ... BMC bioinformatics 10 (10), 1-16, 2009	78	2009
Incidence of exposure of patients in the United States to multiple drugs for which pharmacogenomic guidelines are available M Samwald, H Xu, K Blagec, PE Empey, DC Malone, SM Ahmed, P Ryan, ... PloS one 11 (10), e0164972, 2016	76	2016
Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project K Blagec, R Koopmann, M Crommentuijn–van Rhenen, I Holsappel, ... Journal of the American Medical Informatics Association 25 (7), 893-898, 2018	68	2018

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