Extending the DIDEO ontology to include entities from the natural product drug interaction domain of discourse by John Judkins, Jessica Tay-Sontheimer, Richard D. Boyce, Mathias Brochhausen

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Examining perceptions of the usefulness and usability of a mobile-based system for pharmacogenomics clinical decision support: a mixed methods study by Kathrin Blagec, Katrina M. Romagnoli, Richard D. Boyce, Matthias Samwald

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An ontology-based, mobile-optimized system for pharmacogenomic decision support at the point-of-care. by Jose Antonio Miñarro-Giménez, Kathrin Blagec, Richard D Boyce, Klaus-Peter Adlassnig, Matthias Samwald

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Broadening the capture of natural products mentioned in FAERS using fuzzy string-matching and a Siamese neural network by Israel O. Dilán-Pantojas, Tanupat Boonchalermvichien, Sanya B. Taneja, Xiaotong Li, Maryann R. Chapin, Sandra Karcher, Richard D. Boyce

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Machine learning based algorithms to impute PaO2 from SpO2 values and development of an online calculator by Shuangxia Ren, Jill A. Zupetic, Mohammadreza Tabary, Rebecca DeSensi, Mehdi Nouraie, Xinghua Lu, Richard D. Boyce, Janet S. Lee

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OpenPVSignal: Advancing Information Search, Sharing and Reuse on Pharmacovigilance Signals via FAIR Principles and Semantic Web Technologies by Pantelis Natsiavas, Pantelis Natsiavas, Richard D. Boyce, Marie-Christine Jaulent, Marie-Christine Jaulent, Marie-Christine Jaulent, Vassilis Koutkias, Vassilis Koutkias

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Assessing adverse drug reaction reports for antidiabetic medications approved by the food and drug administration between 2012 and 2017: a pharmacovigilance study by Britney A. Stottlemyer, Michael C. McDermott, Mackenzie R. Minogue, Matthew P. Gray, Richard D. Boyce, Sandra L. Kane-Gill

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An evaluation of adverse drug reactions and outcomes attributed to kratom in the US Food and Drug Administration Adverse Event Reporting System from January 2004 through September... by Xiaotong Li, Patrick Ndungu, Sanya B. Taneja, Maryann R. Chapin, Susan B. Egbert, Krishi Akenapalli, Mary F. Paine, Sandra L. Kane‐Gill, Richard D. Boyce

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A Minimal Information Model for Potential Drug-Drug Interactions by Harry Hochheiser, Harry Hochheiser, Xia Jing, Elizabeth A. Garcia, Serkan Ayvaz, Ratnesh Sahay, Michel Dumontier, Juan M. Banda, Oya Beyan, Mathias Brochhausen, Evan Draper, Sam Habiel, Oktie Hassanzadeh, Maria Herrero-Zazo, Brian Hocum, John Horn, Brian LeBaron, Daniel C. Malone, Øystein Nytrø, Thomas Reese, Katrina Romagnoli, Jodi Schneider, Louisa (Yu) Zhang, Richard D. Boyce, Richard D. Boyce

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Drug–drug interaction between dexamethasone and direct-acting oral anticoagulants: a nested case–control study in the National COVID Cohort Collaborative (N3C) by Charles E Leonard, Ainhoa Gomez-Lumbreras, Daniel C Malone, Kathleen M Andersen, G Caleb Alexander, Olga V Kravchenko, Richard D Boyce, Paul T Kocis, Lorenzo Villa Zapata, Malinda Tan, Hemalkumar Mehta

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An open source knowledge graph ecosystem for the life sciences by Tiffany J. Callahan, Ignacio J. Tripodi, Adrianne L. Stefanski, Luca Cappelletti, Sanya B. Taneja, Jordan M. Wyrwa, Elena Casiraghi, Nicolas A. Matentzoglu, Justin Reese, Jonathan C. Silverstein, Charles Tapley Hoyt, Richard D. Boyce, Scott A. Malec, Deepak R. Unni, Marcin P. Joachimiak, Peter N. Robinson, Christopher J. Mungall, Emanuele Cavalleri, Tommaso Fontana, Giorgio Valentini, Marco Mesiti, Lucas A. Gillenwater, Brook Santangelo, Nicole A. Vasilevsky, Robert Hoehndorf, Tellen D. Bennett, Patrick B. Ryan, George Hripcsak, Michael G. Kahn, Michael Bada, William A. Baumgartner, Lawrence E. Hunter

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Ontologizing health systems data at scale: making translational discovery a reality by Tiffany J. Callahan, Adrianne L. Stefanski, Jordan M. Wyrwa, Chenjie Zeng, Anna Ostropolets, Juan M. Banda, William A. Baumgartner, Richard D. Boyce, Elena Casiraghi, Ben D. Coleman, Janine H. Collins, Sara J. Deakyne Davies, James A. Feinstein, Asiyah Y. Lin, Blake Martin, Nicolas A. Matentzoglu, Daniella Meeker, Justin Reese, Jessica Sinclair, Sanya B. Taneja, Katy E. Trinkley, Nicole A. Vasilevsky, Andrew E. Williams, Xingmin A. Zhang, Joshua C. Denny, Patrick B. Ryan, George Hripcsak, Tellen D. Bennett, Melissa A. Haendel, Peter N. Robinson, Lawrence E. Hunter, Michael G. Kahn

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