Design features of graphs in health risk communication: a systematic review von Ancker, Jessica S, Senathirajah, Yalini, Kukafka, Rita, Starren, Justin B

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Frequency of Serum Creatinine Changes in the Absence of Iodinated Contrast Material: Implications for Studies of Contrast Nephrotoxicity von Newhouse, Jeffrey H, Kho, David, Rao, Qasim A, Starren, Justin

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Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network von Herr, Timothy M, Peterson, Josh F, Rasmussen, Luke V, Caraballo, Pedro J, Peissig, Peggy L, Starren, Justin B

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Mapping the evolving definitions of translational research von Fort, Daniel G, Herr, Timothy M, Shaw, Pamela L, Gutzman, Karen E, Starren, Justin B

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Machine learning links unresolving secondary pneumonia to mortality in patients with severe pneumonia, including COVID-19 von Gao, Catherine A, Markov, Nikolay S, Stoeger, Thomas, Pawlowski, Anna, Kang, Mengjia, Nannapaneni, Prasanth, Grant, Rogan A, Pickens, Chiagozie, Walter, James M, Kruser, Jacqueline M, Rasmussen, Luke, Schneider, Daniel, Starren, Justin, Donnelly, Helen K, Donayre, Alvaro, Luo, Yuan, Budinger, G R Scott, Wunderink, Richard G, Misharin, Alexander V, Singer, Benjamin D

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Provider perspectives on the integration of patient-reported outcomes in an electronic health record von Zhang, Renwen, Burgess, Eleanor R, Reddy, Madhu C, Rothrock, Nan E, Bhatt, Surabhi, Rasmussen, Luke V, Butt, Zeeshan, Starren, Justin B

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A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming? von Starren, Justin B., Tierney, William M., Williams, Marc S., Tang, Paul, Weir, Charlene, Koppel, Ross, Payne, Philip, Hripcsak, George, Detmer, Don E.

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Characterizing variability of electronic health record-driven phenotype definitions von Brandt, Pascal S, Kho, Abel, Luo, Yuan, Pacheco, Jennifer A, Walunas, Theresa L, Hakonarson, Hakon, Hripcsak, George, Liu, Cong, Shang, Ning, Weng, Chunhua, Walton, Nephi, Carrell, David S, Crane, Paul K, Larson, Eric B, Chute, Christopher G, Kullo, Iftikhar J, Carroll, Robert, Denny, Josh, Ramirez, Andrea, Wei, Wei-Qi, Pathak, Jyoti, Wiley, Laura K, Richesson, Rachel, Starren, Justin B, Rasmussen, Luke V

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Enabling a Learning Health System through a Unified Enterprise Data Warehouse: The Experience of the Northwestern University Clinical and Translational Sciences (NUCATS) Institute von Starren, Justin B., Winter, Andrew Q., Lloyd‐Jones, Donald M.

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Importance of multi-modal approaches to effectively identify cataract cases from electronic health records von Peissig, Peggy L, Rasmussen, Luke V, Berg, Richard L, Linneman, James G, McCarty, Catherine A, Waudby, Carol, Chen, Lin, Denny, Joshua C, Wilke, Russell A, Pathak, Jyotishman, Carrell, David, Kho, Abel N, Starren, Justin B

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An ancillary genomics system to support the return of pharmacogenomic results von Rasmussen, Luke V, Smith, Maureen E, Almaraz, Federico, Persell, Stephen D, Rasmussen-Torvik, Laura J, Pacheco, Jennifer A, Chisholm, Rex L, Christensen, Carl, Herr, Timothy M, Wehbe, Firas H, Starren, Justin B

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CSER and eMERGE: current and potential state of the display of genetic information in the electronic health record von Shirts, Brian H, Salama, Joseph S, Aronson, Samuel J, Chung, Wendy K, Gray, Stacy W, Hindorff, Lucia A, Jarvik, Gail P, Plon, Sharon E, Stoffel, Elena M, Tarczy-Hornoch, Peter Z, Van Allen, Eliezer M, Weck, Karen E, Chute, Christopher G, Freimuth, Robert R, Grundmeier, Robert W, Hartzler, Andrea L, Li, Rongling, Peissig, Peggy L, Peterson, Josh F, Rasmussen, Luke V, Starren, Justin B, Williams, Marc S, Overby, Casey L

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Implementation of workflow engine technology to deliver basic clinical decision support functionality von Huser, Vojtech, Rasmussen, Luke V, Oberg, Ryan, Starren, Justin B

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Opportunities for genomic clinical decision support interventions von Overby, Casey Lynnette, Kohane, Isaac, Kannry, Joseph L., Williams, Marc S., Starren, Justin, Bottinger, Erwin, Gottesman, Omri, Denny, Joshua C., Weng, Chunhua, Tarczy-Hornoch, Peter, Hripcsak, George

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Seamless Integration of Computer-Adaptive Patient Reported Outcomes into an Electronic Health Record von Nolla, Kyle, Rasmussen, Luke V, Rothrock, Nan, Butt, Zeeshan, Bass, Michael, Davis, Kristina, Cella, David, Gershon, Richard, Barnard, Cynthia, Chmiel, Ryan, Almaraz, Federico, Schachter, Michael, Nelson, Therese, Langer, Michelle, Starren, Justin B

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Telemedicine for Retinopathy of Prematurity Diagnosis: Evaluation and Challenges von Richter, Grace M., MD, Williams, Steven L., MD, Starren, Justin, MD, PhD, Flynn, John T., MD, Chiang, Michael F., MD

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Design patterns for the development of electronic health record-driven phenotype extraction algorithms von Rasmussen, Luke V., Thompson, Will K., Pacheco, Jennifer A., Kho, Abel N., Carrell, David S., Pathak, Jyotishman, Peissig, Peggy L., Tromp, Gerard, Denny, Joshua C., Starren, Justin B.

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PGS: a tool for association study of high-dimensional microRNA expression data with repeated measures von Zheng, Yinan, Fei, Zhe, Zhang, Wei, Starren, Justin B, Liu, Lei, Baccarelli, Andrea A, Li, Yi, Hou, Lifang

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Development of Food Allergy Data Dictionary: Toward a Food Allergy Data Commons von Sehgal, Shruti, Gupta, Ruchi S., Wlodarski, Mark, Bilaver, Lucy A., Wehbe, Firas H., Spergel, Jonathan M., Wang, Julie, Ciaccio, Christina E., Makhija, Melanie, Starren, Justin B.

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Development of a social and environmental determinants of health informatics maturity model von Espinoza, Juan C, Sehgal, Shruti, Phuong, Jimmy, Bahroos, Neil, Starren, Justin, Wilcox, Adam, Meeker, Daniella

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