A global federated real-world data and analytics platform for research von Palchuk, Matvey B, London, Jack W, Perez-Rey, David, Drebert, Zuzanna J, Winer-Jones, Jessamine P, Thompson, Courtney N, Esposito, John, Claerhout, Brecht

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Ensuring a safe(r) harbor: Excising personally identifiable information from structured electronic health record data von Pfaff, Emily R, Haendel, Melissa A, Kostka, Kristin, Lee, Adam, Niehaus, Emily, Palchuk, Matvey B, Walters, Kellie, Chute, Christopher G

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Enhancing real world data interoperability in healthcare: A methodological approach to laboratory unit harmonization von Muñoz Monjas, Aída, Rubio Ruiz, David, Pérez del Rey, David, Palchuk, Matvey B.

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The Detection of Date Shifting in Real-World Data von Evans, Laura, London, Jack W, Palchuk, Matvey B

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A pancreatic cancer risk prediction model (Prism) developed and validated on large-scale US clinical data von Jia, Kai, Kundrot, Steven, Palchuk, Matvey B, Warnick, Jeff, Haapala, Kathryn, Kaplan, Irving D, Rinard, Martin, Appelbaum, Limor

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Applying FHIR Genomics for Research - From Sequencing to Database von Hernandez, Sean, Fairchild, Karen, Pemberton, Mark, Dahmer, Jonathan, Zhang, Wei, Palchuk, Matvey B, Topaloglu, Umit

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Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity von Seligson, Nathan D, Warner, Jeremy L, Dalton, William S, Martin, David, Miller, Robert S, Patt, Debra, Kehl, Kenneth L, Palchuk, Matvey B, Alterovitz, Gil, Wiley, Laura K, Huang, Ming, Shen, Feichen, Wang, Yanshan, Nguyen, Khoa A, Wong, Anthony F, Meric-Bernstam, Funda, Bernstam, Elmer V, Chen, James L

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Advancing Interoperability of Patient-level Social Determinants of Health Data to Support COVID-19 Research von Phuong, Jimmy, Hong, Stephanie, Palchuk, Matvey B, Espinoza, Juan, Meeker, Daniella, Dorr, David A, Lozinski, Galina, Madlock-Brown, Charisse, Adams, William G

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Leveraging a global, federated, real-world data network to optimize investigator-initiated pediatric clinical trials: the TriNetX Pediatric Collaboratory Network von Wilson, Jurran L, Betensky, Marisol, Udassi, Sharda, Ellison, Pavithra R, Lilienthal, Richard, Stahl, Lindsay R, Palchuk, Matvey B, Zia, Ayesha, Town, Deborah A, Kimble, Wes, Goldenberg, Neil A, Morizono, Hiroki

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"Smart Forms" in an Electronic Medical Record: documentation-based clinical decision support to improve disease management von Schnipper, Jeffrey L, Linder, Jeffrey A, Palchuk, Matvey B, Einbinder, Jonathan S, Li, Qi, Postilnik, Anatoly, Middleton, Blackford

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Development of a tool within the electronic medical record to facilitate medication reconciliation after hospital discharge von Schnipper, Jeffrey L, Liang, Catherine L, Hamann, Claus, Karson, Andrew S, Palchuk, Matvey B, McCarthy, Patricia C, Sherlock, Melanie, Turchin, Alexander, Bates, David W

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An unintended consequence of electronic prescriptions: prevalence and impact of internal discrepancies von Palchuk, Matvey B, Fang, Elizabeth A, Cygielnik, Janet M, Labreche, Matthew, Shubina, Maria, Ramelson, Harley Z, Hamann, Claus, Broverman, Carol, Einbinder, Jonathan S, Turchin, Alexander

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Electronic health record feedback to improve antibiotic prescribing for acute respiratory infections von Linder, Jeffrey A, Schnipper, Jeffrey L, Tsurikova, Ruslana, Yu, D Tony, Volk, Lynn A, Melnikas, Andrea J, Palchuk, Matvey B, Olsha-Yehiav, Maya, Middleton, Blackford

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A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs f... von Wen, Andrew, Wang, Liwei, He, Huan, Fu, Sunyang, Liu, Sijia, Hanauer, David A, Harris, Daniel R, Kavuluru, Ramakanth, Zhang, Rui, Natarajan, Karthik, Pavinkurve, Nishanth P, Hajagos, Janos, Rajupet, Sritha, Lingam, Veena, Saltz, Mary, Elowsky, Corey, Moffitt, Richard A, Koraishy, Farrukh M, Palchuk, Matvey B, Donovan, Jordan, Lingrey, Lora, Stone-DerHagopian, Garo, Miller, Robert T, Williams, Andrew E, Leese, Peter J, Kovach, Paul I, Pfaff, Emily R, Zemmel, Mikhail, Pates, Robert D, Guthe, Nick, Haendel, Melissa A, Chute, Christopher G, Liu, Hongfang

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Documentation-based clinical decision support to improve antibiotic prescribing for acute respiratory infections in primary care: a cluster randomised controlled trial von Linder, Jeffrey, Schnipper, Jeffrey, Tsurikova, Ruslana, Yu, Tony, Volk, Lynn, Melnikas, Andrea, Palchuk, Matvey, Olsha-Yehiav, Maya, Middleton, Blackford

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Effects of documentation-based decision support on chronic disease management von Schnipper, Jeffrey L, Linder, Jeffrey A, Palchuk, Matvey B, Yu, D Tony, McColgan, Kerry E, Volk, Lynn A, Tsurikova, Ruslana, Melnikas, Andrea J, Einbinder, Jonathan S, Middleton, Blackford

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Assessing real-world medication data completeness von Evans, Laura, London, Jack W., Palchuk, Matvey B.

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The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment von Haendel, Melissa A, Chute, Christopher G, Bennett, Tellen D, Eichmann, David A, Guinney, Justin, Kibbe, Warren A, Payne, Philip R O, Pfaff, Emily R, Robinson, Peter N, Saltz, Joel H, Spratt, Heidi, Suver, Christine, Wilbanks, John, Wilcox, Adam B, Williams, Andrew E, Wu, Chunlei, Blacketer, Clair, Bradford, Robert L, Cimino, James J, Clark, Marshall, Colmenares, Evan W, Francis, Patricia A, Gabriel, Davera, Graves, Alexis, Hemadri, Raju, Hong, Stephanie S, Hripscak, George, Jiao, Dazhi, Klann, Jeffrey G, Kostka, Kristin, Lee, Adam M, Lehmann, Harold P, Lingrey, Lora, Miller, Robert T, Morris, Michele, Murphy, Shawn N, Natarajan, Karthik, Palchuk, Matvey B, Sheikh, Usman, Solbrig, Harold, Visweswaran, Shyam, Walden, Anita, Walters, Kellie M, Weber, Griffin M, Zhang, Xiaohan Tanner, Zhu, Richard L, Amor, Benjamin, Girvin, Andrew T, Manna, Amin, Qureshi, Nabeel, Kurilla, Michael G, Michael, Sam G, Portilla, Lili M, Rutter, Joni L, Austin, Christopher P, Gersing, Ken R

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Enabling Hierarchical View of RxNorm with NDF-RT Drug Classes von Palchuk, Matvey B, Klumpenaar, Michael, Jatkar, Tarang, Zottola, Ralph J, Adams, William G, Abend, Aaron H

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National COVID Cohort Collaborative Data Enhancements: A Path for Expanding Common Data Models von Walters, Kellie M, Clark, Marshall, Dard, Sofia, Hong, Stephanie S, Kelly, Elizabeth, Kostka, Kristin, Lee, Adam M, Miller, Robert T, Morris, Michele, Palchuk, Matvey B, Pfaff, Emily R

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