What makes great data documentation? by Mark Smith, Mahmoud Azimaee

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Federated Learning for cross-jurisdictional analyses: A case study. by Mahmoud Azimaee, Lisa M. Lix

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Deep Learning and NLP For Knowledge Extraction from Laboratory Reports by Branson Chen, Elham Dolatabadi, Jeffrey Kwong, Mahmoud Azimaee

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A National Concept Dictionary by Mahmoud Azimaee, J. Charles Victor, Marian Vermeulen, Mark Smith

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Leveraging Fuzzy Match: Building an Automated Record Linkage Template in SAS Dataflux by Charlotte Ma, Gangamma Kalappa, Nan Wang, Mahmoud Azimaee, Winnie Shen

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From Probabilistic to Fuzzy Matching Record Linkage: A promising Transition by Mahmoud Azimaee, Gangamma Kalappa, Charlotte Ma, Nan Wang, Winnie Shen

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Challenges in administrative data linkage for research by Katie Harron, Chris Dibben, James Boyd, Anders Hjern, Mahmoud Azimaee, Mauricio L Barreto, Harvey Goldstein

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Linking National Immigration Data to Provincial Repositories: The case of Canada by Marcelo Urquia, Randy Walld, Susitha Wanigaratne, Nkiruka Eze, Mahmoud Azimaee, James Ted McDonald, Astrid Guttmann

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Describing the Linkages of the Citizenship and Immigration Canada Permanent Resident Data and Vital Statistics—Death Registry to Ontario’s Administrative Health Database by Astrid Guttmann, Maria Chiu, Michael Lebenbaum, Kelvin Lam, Nelson Chong, Mahmoud Azimaee, Karey Iron, Doug Manuel

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Modernization of Record Linkage At ICES by Mahmoud Azimaee, Nelson Chong, Charlotte Ma, Gordon Fehringer, Gangamma Kalappa, Nan Wang, Cheng Qian, Marian Vermeulen

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ICES: Data, Discovery, Better Health by Michael J Schull, Mahmoud Azimaee, Marcel Marra, Rosario G Cartagena, Marian J Vermeulen, Minnie M Ho, Astrid Guttmann

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Natural Language Processing for Clinical Laboratory Data Repository Systems: Implementation and Evaluation for Respiratory Viruses by Elham Dolatabadi, Branson Chen, Sarah A Buchan, Alex Marchand Austin, Mahmoud Azimaee, Allison McGeer, Samira Mubareka, Jeffrey C Kwong

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Validation study of health administrative data algorithms to identify individuals experiencing homelessness and estimate population prevalence of homelessness in Ontario, Canada by Lucie Richard, Stephen W Hwang, Cheryl Forchuk, Rosane Nisenbaum, Kristin Clemens, Kathryn Wiens, Richard Booth, Mahmoud Azimaee, Salimah Z Shariff

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Integrating population-wide laboratory testing data with physician audit-and-feedback reports to improve glycemic and cholesterol control among Ontarians with diabetes by Michael Campitelli, Michael Paterson, Mahmoud Azimaee, Anna Greenberg, P. Alison Paprica, Michael Schull, J. Charles Victor, Matthew Kumar, Baiju Shah, Jack Tu, Rick Glazier

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Designing and Implementing a Privacy Preserving Record Linkage Protocol by Tom Gee, Brendan Behan, Shannon Lefaivre, Mahmoud Azimaee, Moyez Dharsee, Khaled El Emam, Julie Yang, Anthony Vaccarino, Kenneth Evans, J. Charles Victor, Elizabeth Theriault

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MASK: A Success Story for An International Collaboration by Mahmoud Azimaee, Gangamma Kalappa, Nikola Milosevic, Goran Nenadic, Hesam Dadafarin, Mahshid Yassaie, Branson Chen, Sean Ji, Daniella Barron, Elisa Candido, Cheng Qian, Marian Vermeulen

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Using A Privacy Preserving Record Linkage to Facilitate an Ongoing Crosswalk Between Research and Health Administrative Databases by Brendan Behan, Tom Gee, Susan Gilbert Evans, Moyez Dharsee, Ken Evans, Mahmoud Azimaee, Kelley Ross, Rosario Cartagena, Charles Victor, Lindsay Green-Noble, Tom Mikkelsen, Kirk Nylen

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Validating a novel deterministic privacy-preserving record linkage between administrative & clinical data: applications in stroke research by Alisia Southwell, Susan Bronskill, Tom Gee, Brendan Behan, Susan Evans, Tom Mikkelsen, Elizabeth Theriault, Kirk Nylen, Shannon Lefaivre, Nelson Chong, Mahmoud Azimaee, Natasa Tusevljak, Douglas Lee, Richard Swartz

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Development of a Concept Dictionary to Standardize Definitions and Classifications While Working With a Common Repository of Linked Administrative Data by Erin Macdonald, Anna Chu, Michelle Cooper, Ruth Croxford, Raquel Duchen, Kinwah Fung, Sima Gandhi, Jodi Gatley, Fiona Jin, Wayne Khuu, Alex Kopp, Laura Maclagan, Joan Porter, Robert Stumpo, Ali Syed Zaidi, Mahmoud Azimaee

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Pivoting data and analytic capacity to support Ontario’s COVID-19 response by Hannah Chung, Mahmoud Azimaee, Susan E Bronskill, Rosario Cartagena, Astrid Guttmann, Minnie M Ho, Lisa Ishiguro, Jeffrey C Kwong, J Michael Paterson, Sujitha Ratnasingham, Laura Rosella, Michael J Schull, Marian J Vermeulen, J Charles Victor

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