A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history. - Maurits, Marc P.; Korsunsky, Ilya; Raychaudhuri, Soumya; Murphy, Shawn N.; Smoller, Jordan W.; Weiss, Scott T.; Huizinga, Thomas W. J.; Reinders, Marcel J. T.; Karlson, Elizabeth W.; Akker, Erik van den; Knevel, Rachel (J. Am. Medical Informatics Assoc., 2022)

The All of Us Research Program: Data quality, utility, and diversity. - Ramirez, Andrea H.; Sulieman, Lina M.; Schlueter, David J.; Halvorson, Alese E.; Qian, Jun; Ratsimbazafy, Francis; Loperena-Cortes, Roxana; Mayo, Kelsey R.; Basford, Melissa A.; Deflaux, Nicole; Muthuraman, Karthik; Natarajan, Karthik; et al. (Patterns, 2022)

Medical records-based chronic kidney disease phenotype for clinical care and "big data" observational and genetic studies. - Shang, Ning; Khan, Atlas; Polubriaginof, Fernanda; Zanoni, Francesca; Mehl, Karla; Fasel, David; Drawz, Paul E.; Carroll, Robert J.; Denny, Joshua C.; Hathcock, Matthew A.; Arruda-Olson, Adelaide M.; Peissig, Peggy L.; et al. (npj Digit. Medicine, 2021)

Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network. - Pacheco, Jennifer A.; Rasmussen, Luke V.; Wiley, Ken; Person, Thomas N.; Cronkite, David J.; Sohn, Sunghwan; Murphy, Shawn N.; Gundelach, Justin H.; Gainer, Vivian S.; Castro, Victor M.; Liu, Cong; Lingren, Todd; et al. (2021)

Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing. - Zhong, Qiu-Yue; Karlson, Elizabeth W.; Gelaye, Bizu; Finan, Sean; Avillach, Paul; Smoller, Jordan W.; Cai, Tianxi; Williams, Michelle A. (BMC Medical Informatics Decis. Mak., 2018)

Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. - Lin, Chen; Karlson, Elizabeth W.; Dligach, Dmitriy; Ramirez, Monica P.; Miller, Timothy A.; Mo, Huan; Braggs, Natalie S.; Cagan, Andrew; Gainer, Vivian S.; Denny, Joshua C.; Savova, Guergana K. (J. Am. Medical Informatics Assoc., 2015)

Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records. - Kartoun, Uri; Kumar, Vishesh; Cheng, Su-Chun; Yu, Sheng; Liao, Katherine P.; Karlson, Elizabeth W.; Ananthakrishnan, Ashwin N.; Xia, Zongqi; Gainer, Vivian S.; Cagan, Andrew; Savova, Guergana; Chen, Pei J.; et al. (2015)

Automatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records. - Lin, Chen; Karlson, Elizabeth W.; Canhão, Helena; Miller, Timothy A.; Dligach, Dmitriy; Chen, Pei J.; Pérez, Raúl N.; Shen, Yuanyuan; Weinblatt, Michael E.; Shadick, Nancy A.; Plenge, Robert M.; Savova, Guergana (2013)

Portability of an algorithm to identify rheumatoid arthritis in electronic health records. - Carroll, Robert J.; Thompson, William K.; Eyler, Anne E.; Mandelin, Arthur M.; Cai, Tianxi; Zink, Raquel M.; Pacheco, Jennifer A.; Boomershine, Chad S.; Lasko, Thomas A.; Xu, Hua; Karlson, Elizabeth W.; Pérez, Raúl G.; et al. (J. Am. Medical Informatics Assoc., 2012)