Journal: JAMIA

Volume 27, Issue 9

1341 -- 1342Suzanne Bakken. Informatics impact requires effective, scalable tools and standards-based infrastructure
1343 -- 1351Branimir Ljubic, Ameen Abdel Hai, Marija Stanojevic, Wilson Diaz, Daniel Polimac, Martin Pavlovski, Zoran Obradovic. Predicting complications of diabetes mellitus using advanced machine learning algorithms
1352 -- 1358Thomas R. Campion, Catherine K. Craven, David A. Dorr, Boyd M. Knosp. Understanding enterprise data warehouses to support clinical and translational research
1359 -- 1363Kirk D. Wyatt, Lisa R. Poole, Aidan F. Mullan, Stephen L. Kopecky, Heather A. Heaton. Clinical evaluation and diagnostic yield following evaluation of abnormal pulse detected using Apple Watch
1364 -- 1373Chi Yuan, Yongli Wang, Ning Shang, Ziran Li, Ruxin Zhao, Chunhua Weng. A graph-based method for reconstructing entities from coordination ellipsis in medical text
1374 -- 1382David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman. Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers
1383 -- 1392Stefanie Jauk, Diether Kramer, Birgit Großauer, Susanne Rienmüller, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz 0001. Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study
1393 -- 1400Timothy Bergquist, Yao Yan, Thomas Schaffter, Thomas Yu, Vikas Pejaver, Noah Hammarlund, Justin Prosser, Justin Guinney, Sean D. Mooney. Piloting a model-to-data approach to enable predictive analytics in health care through patient mortality prediction
1401 -- 1410Ross W. Hilliard, Jacqueline Haskell, Rebekah L. Gardner. Are specific elements of electronic health record use associated with clinician burnout more than others?
1411 -- 1419Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong 0001. Generating sequential electronic health records using dual adversarial autoencoder
1420 -- 1424Amber W. Childs, Adam Unger, Luming Li. Rapid design and deployment of intensive outpatient, group-based psychiatric care using telehealth during coronavirus disease 2019 (COVID-19)
1425 -- 1430Inès Krissaane, Carlos De Niz, Alba Gutiérrez-Sacristán, Gabor Korodi, Nneka Ede, Ranjay Kumar, Jessica Lyons, Arjun K. Manrai, Chirag J. Patel, Isaac S. Kohane, Paul Avillach. Scalability and cost-effectiveness analysis of whole genome-wide association studies on Google Cloud Platform and Amazon Web Services
1431 -- 1436Kirk Roberts, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, Ellen M. Voorhees, Lucy Lu Wang, William R. Hersh. TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19
1437 -- 1442Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L. DuVall, Elizabeth Hanchrow, Hongfang Liu, Kristine E. Lynch, Michael Matheny, Karthik Natarajan, Lucila Ohno-Machado, Serguei Pakhomov, Ruth Madeleine Reeves, Amy M. Sitapati, Swapna Abhyankar, Theresa Cullen, Jami Deckard, Xiaoqian Jiang, Robert Murphy, Hua Xu. COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes
1443 -- 1449Thomas H. Payne, Lue Ping Zhao, Calvin Le, Peter Wilcox, Troy Yi, Jesse Hinshaw, Duncan Hussey, Alex Kostrinsky-Thomas, Malika Hale, John Brimm, Fuki M. Hisama. Electronic health records contain dispersed risk factor information that could be used to prevent breast and ovarian cancer
1450 -- 1455Timothy J. Judson, Anobel Y. Odisho, Jerry J. Young, Olivia Bigazzi, David Steuer, Ralph Gonzales, Aaron B. Neinstein. Implementation of a digital chatbot to screen health system employees during the COVID-19 pandemic
1456 -- 1461Ram A. Dixit, Stephen Hurst, Katharine T. Adams, Christian Boxley, Kristi Lysen-Hendershot, Sonita S. Bennett, Ethan Booker, Raj M. Ratwani. Rapid development of visualization dashboards to enhance situation awareness of COVID-19 telehealth initiatives at a multihospital healthcare system
1462 -- 1465Julia Adler-Milstein, Crishyashi Thao. Why real-world health information technology performance transparency is challenging, even when everyone (claims to) want it
1466 -- 1475Lytske Bakker, Jos Aarts, Carin Uyl-de Groot, William K. Redekop. Economic evaluations of big data analytics for clinical decision-making: a scoping review
1476 -- 1487Macarena Garcia, Nikolay Lipskiy, James Tyson, Roniqua Watkins, E. Stein Esser, Teresa Kinley. Centers for Disease Control and Prevention 2019 novel coronavirus disease (COVID-19) information management: addressing national health-care and public health needs for standardized data definitions and codified vocabulary for data exchange
1488 -- 1495Wendy Blumenthal, Temitope O. Alimi, Sandra F. Jones, David E. Jones, Joseph D. Rogers, Vicki B. Benard, Lisa C. Richardson. Using informatics to improve cancer surveillance
1496 -- 1497Edward Barthell, Jonathan Handler. Letter to Editor
1498 -- 0Robert W. Turer, Ian Jones, S. Trent Rosenbloom, Corey M. Slovis, Michael J. Ward. Reply to Barthell et al

Volume 27, Issue 8

1187 -- 1189. Celebrating G. Octo Barnett, MD
1190 -- 1197Edward Chia-Heng Wang, Adam Wright. Characterizing outpatient problem list completeness and duplications in the electronic health record
1198 -- 1205Jordan Everson, Joshua C. Rubin, Charles P. Friedman. Reconsidering hospital EHR adoption at the dawn of HITECH: implications of the reported 9% adoption of a "basic" EHR
1206 -- 1213Julia Adler-Milstein, Katherine Raphael, Alice Bonner, Leslie Pelton, Terry Fulmer. Hospital adoption of electronic health record functions to support age-friendly care: results from a national survey
1214 -- 1224Judith Thomas, Maria R. Dahm, Julie Li, Peter Smith, Jacqui Irvine, Johanna I. Westbrook, Andrew Georgiou. Variation in electronic test results management and its implications for patient safety: A multisite investigation
1225 -- 1234Rebecca L. Curran, Polina V. Kukhareva, Teresa Taft, Charlene R. Weir, Thomas J. Reese, Claude J. Nanjo, Salvador Rodriguez-Loya, Douglas K. Martin, Phillip B. Warner, David E. Shields, Michael C. Flynn, Jonathan P. Boltax, Kensaku Kawamoto. Integrated displays to improve chronic disease management in ambulatory care: A SMART on FHIR application informed by mixed-methods user testing
1235 -- 1243Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai. sureLDA: A multidisease automated phenotyping method for the electronic health record
1244 -- 1251Romain Bey, Romain Goussault, François Grolleau, Mehdi Benchoufi, Raphaël Porcher. Fold-stratified cross-validation for unbiased and privacy-preserving federated learning
1252 -- 1258Zoe Co, A. Jay Holmgren, David C. Classen, Lisa P. Newmark, Diane L. Seger, Melissa Danforth, David W. Bates. The tradeoffs between safety and alert fatigue: Data from a national evaluation of hospital medication-related clinical decision support
1259 -- 1267David Oniani, Guoqian Jiang, Hongfang Liu, Feichen Shen. Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases
1268 -- 1277Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, RuiJun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard. Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study
1278 -- 1286Paulina S. Sockolow, Kathryn H. Bowles, Christine Wojciechowicz, Ellen J. Bass. Incorporating home healthcare nurses' admission information needs to inform data standards
1287 -- 1292Thomas J. Reese, Guilherme Del Fiol, Joseph E. Tonna, Kensaku Kawamoto, Noa Segall, Charlene R. Weir, Brekk C. Macpherson, Polina V. Kukhareva, Melanie C. Wright. Impact of integrated graphical display on expert and novice diagnostic performance in critical care
1293 -- 1299Matthias Weemaes, Steven Martens, Lize Cuypers, Jan Van Elslande, Katrien Hoet, Joris Welkenhuysen, Ria Goossens, Stijn Wouters, Els Houben, Kirsten Jeuris, Lies Laenen, Katrien Bruyninckx, Kurt Beuselinck, Emmanuel André, Melissa Depypere, Stefanie Desmet, Katrien Lagrou, Marc Van Ranst, Ann K. L. C. Verdonck, Jermaine Goveia. Laboratory information system requirements to manage the COVID-19 pandemic: A report from the Belgian national reference testing center
1300 -- 1305Jason J. Saleem, Jacob M. Read, Boyd M. Loehr, Kathleen L. Frisbee, Nancy R. Wilck, John J. Murphy, Brian M. Vetter, Jennifer Herout. Veterans' response to an automated text messaging protocol during the COVID-19 pandemic
1306 -- 1309A. Jay Holmgren, Nate C. Apathy, Julia Adler-Milstein. Barriers to hospital electronic public health reporting and implications for the COVID-19 pandemic
1310 -- 1315Abeed Sarker, Sahithi Lakamana, Whitney Hogg-Bremer, Angel Xie, Mohammed Ali Al-garadi, Yuan-Chi Yang. Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource
1316 -- 1320Amit Singh, Albert Haque, Alexandre Alahi, Serena Yeung, Michelle Guo, Jill R. Glassman, William Beninati, Terry Platchek, Li Fei-Fei 0001, Arnold Milstein. Automatic detection of hand hygiene using computer vision technology
1321 -- 1325Jihad S. Obeid, Matthew Davis, Matthew Turner, Stéphane M. Meystre, Paul M. Heider, Edward C. O'Bryan, Leslie A. Lenert. An artificial intelligence approach to COVID-19 infection risk assessment in virtual visits: A case report
1326 -- 1330Tucker Annis, Susan Pleasants, Gretchen M. Hultman, Elizabeth Lindemann, Joshua A. Thompson, Stephanie Billecke, Sameer Badlani, Genevieve B. Melton. Rapid implementation of a COVID-19 remote patient monitoring program
1331 -- 1337Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, RuiJun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard. Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND)
1338 -- 1339Brian S. Alper, Joshua E. Richardson, Harold P. Lehmann, Vignesh Subbian. It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative
1340 -- 0Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin. Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging

Volume 27, Issue 7

989 -- 990Suzanne Bakken. Telehealth: Simply a pandemic response or here to stay?
991 -- 999Aihua Yan, Yi Zou, Dinesh A. Mirchandani. How hospitals in mainland China responded to the outbreak of COVID-19 using information technology-enabled services: An analysis of hospital news webpages
1000 -- 1006Mollie R. Cummins, Guilherme Del Fiol, Barbara I. Crouch, Pallavi Ranade-Kharkar, Aly Khalifa, Andrew Iskander, Darren K. Mann, Matt Hoffman, Sidney N. Thornton, Todd L. Allen, Heather Bennett. Enabling health information exchange at a US Poison Control Center
1007 -- 1018Claudia Vesel, Homa Rashidisabet, John Zulueta, Jonathan P. Stange, Jennifer Duffecy, Faraz Hussain 0002, Andrea Piscitello, John S. Bark, Scott A. Langenecker, Shannon Young, Erin Mounts, Larsson Omberg, Peter C. Nelson, Raeanne C. Moore, Dave Koziol, Keith Bourne, Casey C. Bennett, Olusola Ajilore, Alexander P. Demos, Alex Leow. Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study
1019 -- 1027Caitlin E. Coombes, Zachary B. Abrams, Suli Li, Lynne V. Abruzzo, Kevin R. Coombes. Unsupervised machine learning and prognostic factors of survival in chronic lymphocytic leukemia
1026 -- 1131Sehj Kashyap, Saurabh Gombar, Steve Yadlowsky, Alison Callahan, Jason A. Fries, Benjamin A. Pinsky, Nigam H. Shah. Measure what matters: Counts of hospitalized patients are a better metric for health system capacity planning for a reopening
1028 -- 1036Rui Duan, Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C. Jason Liang, Howard H. Chang, Mary Regina Boland, Jiang Bian 0001, Hua Xu 0001, John H. Holmes, Christopher B. Forrest, Sally C. Morton, Jesse A. Berlin, Jason H. Moore, Kevin B. Mahoney, Yong Chen. Learning from local to global: An efficient distributed algorithm for modeling time-to-event data
1037 -- 1045Katherine Bobroske, Christine Larish, Anita Cattrell, Margrét V. Bjarnadóttir, Lawrence Huan. The bird's-eye view: A data-driven approach to understanding patient journeys from claims data
1046 -- 1056Fang Li, Jingcheng Du, Yongqun He, Hsing-yi Song, Mohcine Madkour, Guozheng Rao, Yang Xiang, Yi Luo, Henry W. Chen, Sijia Liu, Liwei Wang, Hongfang Liu, Hua Xu 0001, Cui Tao. Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events
1057 -- 1066Neha Jain, Kathleen F. Mittendorf, Marilyn Holt, Michele L. LeNoue-Newton, Ian Maurer, Clinton Miller, Matthew Stachowiak, Michelle Botyrius, James Cole, Christine Micheel, Mia A. Levy. The My Cancer Genome clinical trial data model and trial curation workflow
1067 -- 1071Gang Li, Guorui Fan, Yanyan Chen, Zhaohua Deng. What patients "see" doctors in online fever clinics during COVID-19 in Wuhan?
1072 -- 1083Stacey Marovich, Genevieve B. Luensman, Barbara Wallace, Eileen Storey. Opportunities at the intersection of work and health: Developing the occupational data for health information model
1084 -- 1091Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun. Dr. Agent: Clinical predictive model via mimicked second opinions
1092 -- 1101Ryan J. Crowley, Yuan Jin Tan, John P. A. Ioannidis. Empirical assessment of bias in machine learning diagnostic test accuracy studies
1102 -- 1109Stacie Vilendrer, Birju Patel, Whitney Chadwick, Michael Hwa, Steven Asch, Natalie Pageler, Rajiv Ramdeo, Erika A. Saliba-Gustafsson, Philip Strong, Christopher Sharp. Rapid Deployment of Inpatient Telemedicine In Response to COVID-19 Across Three Health Systems
1110 -- 1115Clair A. Kronk, Judith W. Dexheimer. Development of the Gender, Sex, and Sexual Orientation ontology: Evaluation and workflow
1116 -- 1120Pious D. Patel, Jared Cobb, Deidre Wright, Robert W. Turer, Tiffany Jordan, Amber Humphrey, Adrienne L. Kepner, Gaye Smith, S. Trent Rosenbloom. Rapid development of telehealth capabilities within pediatric patient portal infrastructure for COVID-19 care: barriers, solutions, results
1121 -- 1125Benjamin D. Wissel, P. J. Van Camp, Michal Kouril, Chad Weis, Tracy A. Glauser, Peter S. White, Isaac S. Kohane, Judith W. Dexheimer. An interactive online dashboard for tracking COVID-19 in U.S. counties, cities, and states in real time
1132 -- 1135Devin M. Mann, Ji Chen, Rumi Chunara, Paul A. Testa, Oded Nov. COVID-19 transforms health care through telemedicine: Evidence from the field
1136 -- 1138Ninad K. Mishra, Jon Duke, Leslie Lenert, Saugat Karki. Public health reporting and outbreak response: synergies with evolving clinical standards for interoperability
1139 -- 1141Joseph M. Plasek, Chunlei Tang, Yangyong Zhu, Yajun Huang, David W. Bates. Following data as it crosses borders during the COVID-19 pandemic
1142 -- 1146Thomas George Kannampallil, Randi E. Foraker, Albert M. Lai, Keith F. Woeltje, Philip R. O. Payne. When past is not a prologue: Adapting informatics practice during a pandemic
1147 -- 1148Anita Ramsetty, Cristin Adams. Impact of the digital divide in the age of COVID-19
1149 -- 1165Daniel Fraczkowski, Jeffrey Matson, Karen Dunn Lopez. Nurse workarounds in the electronic health record: An integrative review
1166 -- 1172Anacláudia Pereira da Costa Flores, Samara Andreolla Lazaro, Cynthia Goulart Molina-Bastos, Verônica Lucas de Oliveira Guattini, Roberto Nunes Umpierre, Marcelo Rodrigues Gonçalves, Vinicius Coelho Carrard. Teledentistry in the diagnosis of oral lesions: A systematic review of the literature
1173 -- 1185Seyedeh Neelufar Payrovnaziri, Zhaoyi Chen, Pablo Rengifo-Moreno, Tim Miller, Jiang Bian 0001, Jonathan H. Chen, Xiuwen Liu, Zhe He 0001. Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Volume 27, Issue 6

843 -- 844Suzanne Bakken. Informatics is a critical strategy in combating the COVID-19 pandemic
845 -- 852Cynthia S. Gadd, Elaine B. Steen, Carla M. Caro, Sandra Greenberg, Jeffrey J. Williamson, Douglas B. Fridsma. Domains, tasks, and knowledge for health informatics practice: results of a practice analysis
853 -- 859J. Jeffery Reeves, Hannah M. Hollandsworth, Francesca J. Torriani, Randy Taplitz, Shira Abeles, Ming Tai-Seale, Marlene Millen, Brian J. Clay, Christopher A. Longhurst. Rapid response to COVID-19: health informatics support for outbreak management in an academic health system
860 -- 866Timothy J. Judson, Anobel Y. Odisho, Aaron B. Neinstein, Jessica Chao, Aimee Williams, Christopher Miller, Tim Moriarty, Nathaniel Gleason, Gina Intinarelli, Ralph Gonzales. Rapid design and implementation of an integrated patient self-triage and self-scheduling tool for COVID-19
867 -- 876Frederick North, Jennifer L. Pecina, Sidna M. Tulledge-Scheitel, Rajeev Chaudhry, John C. Matulis, Jon O. Ebbert. Is a switch to a different electronic health record associated with a change in patient satisfaction?
877 -- 883Mehr Kashyap, Martin G. Seneviratne, Juan M. Banda, Thomas Falconer, Borim Ryu, Sooyoung Yoo, George Hripcsak, Nigam H. Shah. Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network
884 -- 892Diego A. Martinez, Jiarui Cai, Jimi B. Oke, Andrew S. Jarrell, Felipe Feijoo, Jeffrey Appelbaum, Eili Y. Klein, Sean Barnes, Scott R. Levin. Where is my infusion pump? Harnessing network dynamics for improved hospital equipment fleet management
893 -- 900Heba Edrees, Mary G. Amato, Adrian Wong, Diane L. Seger, David W. Bates. High-priority drug-drug interaction clinical decision support overrides in a newly implemented commercial computerized provider order-entry system: Override appropriateness and adverse drug events
901 -- 907Mohamed Abdalla, Moustafa Abdalla, Frank Rudzicz, Graeme Hirst. Using word embeddings to improve the privacy of clinical notes
908 -- 916Heather Smith, Peyman Varshoei, Robin Boushey, Craig E. Kuziemsky. Simulation modeling validity and utility in colorectal cancer screening delivery: A systematic review
917 -- 923Liqin Wang, Suzanne V. Blackley, Kimberly G. Blumenthal, Sharmitha Yerneni, Foster R. Goss, Ying-Chih Lo, Sonam N. Shah, Carlos A. Ortega, Zfania Tom Korach, Diane L. Seger, Li Zhou. A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record
924 -- 928Emilie Fortman, A. Zachary Hettinger, Jessica L. Howe, Allan Fong, Zoe Pruitt, Kristen E. Miller, Raj M. Ratwani. Varying rates of patient identity verification when using computerized provider order entry
929 -- 933George Demiris, Kristin L. Corey Magan, Debra Parker Oliver, Karla T. Washington, Chad Chadwick, Jeffrey D. Voigt, Sam Brotherton, Mary D. Naylor. Spoken words as biomarkers: using machine learning to gain insight into communication as a predictor of anxiety
934 -- 938Bin Zhou, Qing Wu, Xuefei Zhao, Wenchao Zhang, Wenjun Wu, Zi Guo. Construction of 5G all-wireless network and information system for cabin hospitals
939 -- 945Wonchan Choi, Shengang Wang, Yura Lee, Hyunkyoung Oh, Zhi Zheng. A systematic review of mobile health technologies to support self-management of concurrent diabetes and hypertension
946 -- 956Yilin Yoshida, Sonal J. Patil, Ross C. Brownson, Suzanne A. Boren, Min Kim, Rosie Dobson, Kayo Waki, Deborah A. Greenwood, Astrid Torbjørnsen, Ambady Ramachandran, Christopher Masi, Vivian A. Fonseca, Eduardo J. Simoes. Using the RE-AIM framework to evaluate internal and external validity of mobile phone-based interventions in diabetes self-management education and support
957 -- 962Jedrek Wosik, Marat Fudim, Blake Cameron, Ziad Gellad, Alex Cho, Donna Phinney, Simon Curtis, Matthew Roman, Eric G. Poon, Jeffrey M. Ferranti, Jason N. Katz, James E. Tcheng. Telehealth transformation: COVID-19 and the rise of virtual care
963 -- 966Leslie Lenert, Brooke Yeager McSwain. Balancing health privacy, health information exchange, and research in the context of the COVID-19 pandemic
967 -- 971Robert W. Turer, Ian Jones, S. Trent Rosenbloom, Corey M. Slovis, Michael J. Ward. Electronic personal protective equipment: A strategy to protect emergency department providers in the age of COVID-19
972 -- 975Adam G. Dunn, Florence T. Bourgeois. Is it time for computable evidence synthesis?
976 -- 980Madison Milne-Ives, Michelle Helena van Velthoven, Edward Meinert. Mobile apps for real-world evidence in health care
981 -- 984Amy S. Porter, Jolene O'callaghan, Kristin A. Englund, Robert R. Lorenz, Eric Kodish. Problems with the problem list: challenges of transparency in an era of patient curation
985 -- 986Eduardo Perez-Alba, Laura Nuzzolo-Shihadeh, Jaime Eugenio Espinosa-Mora, Adrián Camacho-Ortiz. Use of self-administered surveys through QR code and same center telemedicine in a walk-in clinic in the era of COVID-19
987 -- 0David E. Winchester. Issues to consider with electronic consultations

Volume 27, Issue 5

665 -- 666Suzanne Bakken, Gregory L. Alexander. Celebrating the International Year of the Nurse and Midwife: A look at nursing in JAMIA
667 -- 676Ryan J. Shaw, Q. Yang, A. Barnes, D. Hatch, Matthew J. Crowley, Allison Vorderstrasse, Jacqueline Vaughn, Anna Diane, Allison A Lewinski, M. Jiang, Janee Stevenson, Dan Steinberg. Self-monitoring diabetes with multiple mobile health devices
677 -- 689Meghan Reading Turchioe, Lisa V. Grossman, Annie C. Myers, Dawon Baik, Parag Goyal, Ruth M. Masterson Creber. Visual analogies, not graphs, increase patients' comprehension of changes in their health status
690 -- 699Deborah J. Cohen, Tamar Wyte-Lake, David A. Dorr, Rachel Gold, Richard J. Holden, Richelle J. Koopman, Joshua Colasurdo, Nathaniel Warren. Unmet information needs of clinical teams delivering care to complex patients and design strategies to address those needs
700 -- 708Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin. Accounting for data variability in multi-institutional distributed deep learning for medical imaging
709 -- 716Natalie C. Benda, Lala Tanmoy Das, Erika L. Abramson, Katherine Blackburn, Amy Thoman, Rainu Kaushal, Yongkang Zhang, Jessica S. Ancker. "How did you get to this number?" Stakeholder needs for implementing predictive analytics: a pre-implementation qualitative study
717 -- 725Carolyn L. Turvey, Dawn M. Klein, Kim M. Nazi, Susan T. Haidary, Omar Bouhaddou, Nelson Hsing, Margaret Donahue. Racial differences in patient consent policy preferences for electronic health information exchange
726 -- 737Jeffrey Lam Shin Cheung, Natalie Paolucci, Courtney Price, Jenna Sykes, Samir Gupta. A system uptake analysis and GUIDES checklist evaluation of the Electronic Asthma Management System: A point-of-care computerized clinical decision support system
738 -- 746Kin Wah Fung, Julia Xu, Olivier Bodenreider. The new International Classification of Diseases 11th edition: a comparative analysis with ICD-10 and ICD-10-CM
747 -- 756Tsung-Ting Kuo, Rodney A. Gabriel, Krishna R. Cidambi, Lucila Ohno-Machado. EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning
757 -- 769Kun-Hsing Yu, Feiran Wang, Gerald J. Berry, Christopher Ré, Russ B. Altman, Michael Snyder, Isaac S. Kohane. Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks
770 -- 775Saul J. Weiner, Shiyuan Wang, Brendan Kelly, Gunjan Sharma, Alan Schwartz. How accurate is the medical record? A comparison of the physician's note with a concealed audio recording in unannounced standardized patient encounters
776 -- 782Shanoja Naik, Stephanie Voong, Megan Bamford, Kyle Smith, Angela Joyce, Doris Grinspun. Assessment of the Nursing Quality Indicators for Reporting and Evaluation (NQuIRE) database using a data quality index
783 -- 787Andrew Stirling, Tracy Tubb, Emily S. Reiff, Chad A. Grotegut, Jennifer Gagnon, Weiyi Li, Gail Bradley, Eric G. Poon, Benjamin A. Goldstein. Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency
788 -- 792Jonathan P. Palma, Jonathan D. Hron, Anthony A. Luberti. Early experiences with combined fellowship training in clinical informatics
793 -- 797Jeffrey S. Brown, Judith C. Maro, Michael D. Nguyen, Robert Ball. Using and improving distributed data networks to generate actionable evidence: the case of real-world outcomes in the Food and Drug Administration's Sentinel system
798 -- 807Esther C. Moore, Clare L. Tolley, David W. Bates, Sarah P. Slight. A systematic review of the impact of health information technology on nurses' time
808 -- 817Brian D. Tran, Yunan Chen, Songzi Liu, Kai Zheng 0002. How does medical scribes' work inform development of speech-based clinical documentation technologies? A systematic review
818 -- 833M. E. Derksen, S. van Strijp, A. E. Kunst, J. G. Daams, Monique W. M. Jaspers, M. P. Fransen. Serious games for smoking prevention and cessation: A systematic review of game elements and game effects
834 -- 841Sarah S. Nouri, Julia Adler-Milstein, Crishyashi Thao, Prasad Acharya, Jill Barr-Walker, Urmimala Sarkar, Courtney R. Lyles. Patient characteristics associated with objective measures of digital health tool use in the United States: A literature review

Volume 27, Issue 4

503 -- 504Suzanne Bakken. Hot topics in clinical informatics
505 -- 513Toan C. Ong, Lindsey M. Duca, Michael G. Kahn, Tessa L. Crume. A hybrid approach to record linkage using a combination of deterministic and probabilistic methodology
514 -- 521Rachel L. Richesson, Catherine J. Staes, Brian J. Douthit, Traci Thoureen, Daniel J. Hatch, Kensaku Kawamoto, Guilherme Del Fiol. Measuring implementation feasibility of clinical decision support alerts for clinical practice recommendations
522 -- 530Rouzbeh Razavi, Amin Gharipour, Mojgan Gharipour. Depression screening using mobile phone usage metadata: a machine learning approach
531 -- 538Julia Adler-Milstein, WenDi Zhao, Rachel Willard-Grace, Margae Knox, Kevin Grumbach. Electronic health records and burnout: Time spent on the electronic health record after hours and message volume associated with exhaustion but not with cynicism among primary care clinicians
539 -- 548Rubina F. Rizvi, Jake Vasilakes, Terrence J. Adam, Genevieve B. Melton, Jeffrey R. Bishop, Jiang Bian 0001, Cui Tao, Rui Zhang 0028. iDISK: the integrated DIetary Supplements Knowledge base
549 -- 557Shefali Haldar, Sonali R. Mishra, Yoojung Kim, Andrea Hartzler, Ari H. Pollack, Wanda Pratt. Use and impact of an online community for hospital patients
558 -- 566Elizabeth A. Campbell, Ellen J. Bass, Aaron J. Masino. Temporal condition pattern mining in large, sparse electronic health record data: A case study in characterizing pediatric asthma
567 -- 576Travis R. Goodwin, Dina Demner-Fushman. A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision
577 -- 583Jordan Everson, Evan Butler. Hospital adoption of multiple health information exchange approaches and information accessibility
584 -- 591Chen Lin, Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller. Does BERT need domain adaptation for clinical negation detection?
592 -- 600William K. Diprose, Nicholas Buist, Ning Hua, Quentin-Gabriel Thurier, George Shand, Reece Robinson. Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator
601 -- 605Vanessa L. Kronzer, Liwei Wang, Hongfang Liu, John M. Davis III, Jeffrey A. Sparks, Cynthia S. Crowson. Investigating the impact of disease and health record duration on the eMERGE algorithm for rheumatoid arthritis
606 -- 612Julia Adler-Milstein, Michael D. Wang. The impact of transitioning from availability of outside records within electronic health records to integration of local and outside records within electronic health records
613 -- 620Mustafa I. Hussain, Ariana M. Nelson, Brent G. Yeung, Lauren Sukumar, Kai Zheng. How the presentation of patient information and decision-support advisories influences opioid prescribing behavior: A simulation study
621 -- 633Yingxiang Huang, Wentao Li, Fima Macheret, Rodney A. Gabriel, Lucila Ohno-Machado. A tutorial on calibration measurements and calibration models for clinical prediction models
634 -- 638Frank W. Rockhold, Jessica D. Tenenbaum, Rachel L. Richesson, Keith A. Marsolo, Emily C. O'Brien. Design and analytic considerations for using patient-reported health data in pragmatic clinical trials: report from an NIH Collaboratory roundtable
639 -- 643Christine A Sinsky, Adam Rule, Genna R. Cohen, Brian G. Arndt, Tait D. Shanafelt, Christopher D. Sharp, Sally L. Baxter, Tai-Seale Ming, Sherry H. F. Yan, You Chen, Julia Adler-Milstein, Michelle R. Hribar. Metrics for assessing physician activity using electronic health record log data
644 -- 646Jonathan D. Hron, Eli Lourie. Have you got the time? Challenges using vendor electronic health record metrics of provider efficiency
647 -- 651Teresa Zayas-Cabán, Amy P. Abernethy, Patricia Flatley Brennan, Stephanie Devaney, Anthony R. Kerlavage, Rachel Ramoni, P. Jon White. Leveraging the health information technology infrastructure to advance federal research priorities
652 -- 657Teresa Zayas-Cabán, Kevin J. Chaney, Donald W. Rucker. National health information technology priorities for research: A policy and development agenda
658 -- 661Philip R. O. Payne, Don E. Detmer. Language matters: precision health as a cross-cutting care, research and policy agenda
662 -- 664. The 2019 Fellow Cohort of the American College of Medical Informatics

Volume 27, Issue 3

341 -- 342Suzanne Bakken. Innovation is key for advancing the science of biomedical and health informatics and for publishing in JAMIA
343 -- 354Tsung-Ting Kuo, Jihoon Kim, Rodney A. Gabriel. Privacy-preserving model learning on a blockchain network-of-networks
355 -- 365Finneas J. R. Catling, Anthony H. Wolff. Temporal convolutional networks allow early prediction of events in critical care
366 -- 375Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado. Protecting patient privacy in survival analyses
376 -- 385Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu 0001, Haitao Chu, Christopher H. Schmid, Christopher B. Forrest, John H. Holmes, Martijn J. Schuemie, Jesse A Berlin, Jason H. Moore, Yong Chen. Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm
386 -- 395Yili Zhang, Günes Koru. Understanding and detecting defects in healthcare administration data: Toward higher data quality to better support healthcare operations and decisions
396 -- 406Kushan De Silva, Daniel Jönsson, Ryan T. Demmer. A combined strategy of feature selection and machine learning to identify predictors of prediabetes
407 -- 418Hannah L. Weeks, Cole Beck, Elizabeth McNeer, Michael L. Williams, Cosmin Adrian Bejan, Joshua C. Denny, Leena Choi. medExtractR: A targeted, customizable approach to medication extraction from electronic health records
419 -- 428Max Moldovan, Jyoti Khadka, Renuka Visvanathan, Steve Wesselingh, Maria C. Inacio. Using elastic nets to estimate frailty burden from routinely collected national aged care data
429 -- 436Sara M. Andrews, Melissa Raspa, Anne Edwards, Rebecca Moultrie, Lauren Turner-Brown, Laura Wagner, Alexandra Alvarez Rivas, Mary Katherine Frisch, Anne C. Wheeler. "Just tell me what's going on": The views of parents of children with genetic conditions regarding the research use of their child's electronic health record
437 -- 443Zina M. Ibrahim, Honghan Wu, Ahmed Hamoud, Lukas Stappen, Richard J. B. Dobson, Andrea Agarossi. On classifying sepsis heterogeneity in the ICU: insight using machine learning
444 -- 448Péter Szilágyi, Rebecca Valderrama, Sitaram Vangala, Christina Albertin, David Okikawa, Michael Sloyan, Nathalie Lopez, Carlos F. Lerner. Pediatric patient portal use in one health system
449 -- 456James R. Rogers, Hollis Mills, Lisa V. Grossman, Andrew Goldstein, Chunhua Weng. Understanding the nature and scope of clinical research commentaries in PubMed
457 -- 470Stephen Wu 0004, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu 0001. Deep learning in clinical natural language processing: a methodical review
471 -- 479Varsha G. Vimalananda, Jay D. Orlander, Melissa K. Afable, B. Graeme Fincke, Amanda K. Solch, Seppo T. Rinne, Eun Ji Kim, Sarah L. Cutrona, Dylan D. Thomas, Judith L. Strymish, Steven R. Simon. Electronic consultations (E-consults) and their outcomes: a systematic review
480 -- 490Adam Rule, Michael F. Chiang, Michelle R. Hribar. Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods
491 -- 497Sandeep Reddy, Sonia Allan, Simon Coghlan, Paul Cooper. A governance model for the application of AI in health care
498 -- 500Andrew J. Vickers, Ling Y. Chen, Peter D. Stetson. Interfaces for collecting data from patients: 10 golden rules
501 -- 0. Corrigendum to: Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data

Volume 27, Issue 2

183 -- 184Suzanne Bakken. Consumer- and patient-oriented informatics innovation: continuing the legacy of Warner V. Slack
185 -- 193Robin Huang, Na Liu, Mary Ann Nicdao, Mary Mikaheal, Tanya Baldacchino, Annabelle Albeos, Kathy Petoumenos, Kamal Sud, Jinman Kim. Emotion sharing in remote patient monitoring of patients with chronic kidney disease
194 -- 201Dina Demner-Fushman, Yassine Mrabet, Asma Ben Abacha. Consumer health information and question answering: helping consumers find answers to their health-related information needs
202 -- 211Shefali Haldar, Sonali R. Mishra, Ari H. Pollack, Wanda Pratt. Informatics opportunities to involve patients in hospital safety: a conceptual model
212 -- 224Samantha Stonbraker, Tiffany Porras, Rebecca Schnall. Patient preferences for visualization of longitudinal patient-reported outcomes data
225 -- 235Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang 0028, Mattia C. F. Prosperi, Yi Guo, Jiang Bian 0001. Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States
236 -- 243Bryan D. Steitz, Kim M. Unertl, Mia A. Levy. Characterizing communication patterns among members of the clinical care team to deliver breast cancer treatment
244 -- 253Jiayi Tong, Jing Huang 0021, Jessica Chubak, Xuan Wang, Jason H. Moore, Rebecca A. Hubbard, Yong Chen. An augmented estimation procedure for EHR-based association studies accounting for differential misclassification
254 -- 264V. G. Vinod Vydiswaran, Daniel M. Romero, Xinyan Zhao, Deahan Yu, Iris N. Gomez-Lopez, Jin Xiu Lu, Bradley E. Iott, Ana Baylin, Erica C. Jansen, Philippa Clarke, Veronica J. Berrocal, Robert Goodspeed, Tiffany C. Veinot. Uncovering the relationship between food-related discussion on Twitter and neighborhood characteristics
265 -- 273Fahd A. Ahmad, Philip R. O. Payne, Ian Lackey, Rachel Komeshak, Kenneth Kenney, Brianna Magnusen, Christopher Metts, Thomas Bailey. Using REDCap and Apple ResearchKit to integrate patient questionnaires and clinical decision support into the electronic health record to improve sexually transmitted infection testing in the emergency department
274 -- 283Kate Honeyford, Graham S. Cooke, Anne Kinderlerer, Elizabeth Williamson, Mark Gilchrist, Alison Holmes, The Sepsis Big Room, Ben Glampson, Abdulrahim Mulla, Ceire Costelloe. Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data
284 -- 293David S. Dakwa, Vincent D. Marshall, Bruce W. Chaffee. The impact of drug order complexity on prospective medication order review and verification time
294 -- 300Alon Geva, Steven H. Abman, Shannon F. Manzi, Dunbar D. Ivy, Mary Mullen, John Griffin, Chen Lin, Guergana K. Savova, Kenneth D. Mandl. Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources
301 -- 307Alexandra C. Businger, Theresa E. Fuller, Jeffrey L. Schnipper, Sarah Collins Rossetti, Kumiko O. Schnock, Ronen Rozenblum, Anuj K. Dalal, James C. Benneyan, David W. Bates, Patricia C. Dykes. Lessons learned implementing a complex and innovative patient safety learning laboratory project in a large academic medical center
308 -- 314Srijesa Khasnabish, Zoe Burns, Madeline Couch, Mary Mullin, Randall Newmark, Patricia C. Dykes. Best practices for data visualization: creating and evaluating a report for an evidence-based fall prevention program
315 -- 329Abeed Sarker, Annika DeRoos, Jeanmarie Perrone. Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework
330 -- 340Saba Akbar, Enrico W. Coiera, Farah Magrabi. Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review

Volume 27, Issue 12

1831 -- 1833Jeffery Smith. Setting the agenda: an informatics-led policy framework for adaptive CDS
1834 -- 1843Vitej Bari, Jamie S. Hirsch, Joseph Narvaez, Robert Sardinia, Kevin R. Bock, Michael I. Oppenheim, Marsha Meytlis. An approach to predicting patient experience through machine learning and social network analysis
1844 -- 1849Ian Barnett, John Torous, Harrison T. Reeder, Justin Baker, Jukka-Pekka Onnela. Determining sample size and length of follow-up for smartphone-based digital phenotyping studies
1850 -- 1859Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales, Divya Saini, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen. OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases
1860 -- 1870Arti D. Desai, Grace Wang, Julia Wignall, Dylan Kinard, Vidhi Singh, Sherri Adams, Wanda Pratt. User-centered design of a longitudinal care plan for children with medical complexity
1871 -- 1877Dee Ford, Jillian B. Harvey, James McElligott, Kathryn King, Kit N. Simpson, Shawn Valenta, Emily H. Warr, Tasia Walsh, Ellen Debenham, Carla Teasdale, Stéphane M. Meystre, Jihad S. Obeid, Christopher Metts, Leslie A. Lenert. Leveraging health system telehealth and informatics infrastructure to create a continuum of services for COVID-19 screening, testing, and treatment
1878 -- 1884Selen Bozkurt, Eli M. Cahan, Martin G. Seneviratne, Ran Sun, Juan Antonio Lossio Ventura, John P. A. Ioannidis, Tina Hernandez-Boussard. Reporting of demographic data and representativeness in machine learning models using electronic health records
1885 -- 1893York Jiao, Anshuman Sharma, Arbi Ben Abdallah, Thomas M. Maddox, Thomas George Kannampallil. Probabilistic forecasting of surgical case duration using machine learning: model development and validation
1894 -- 1902Lana Yeganova, Sun Kim, Qingyu Chen 0001, Grigory Balasanov, W. John Wilbur, Zhiyong Lu. Better synonyms for enriching biomedical search
1903 -- 1912Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas 0001, Byron C. Wallace. Trialstreamer: A living, automatically updated database of clinical trial reports
1913 -- 1920Jijo Pulickiyil Ulahannan, Nikhil Narayanan, Nishad Thalhath, Prem Prabhakaran, Sreekanth Chaliyeduth, Sooraj P. Suresh, Musfir Mohammed, E. Rajeevan, Sindhu Joseph, Akhil Balakrishnan, Jeevan Uthaman, Manoj Karingamadathil, Sunil Thonikkuzhiyil Thomas, Unnikrishnan Sureshkumar, Shabeesh Balan, Neetha Nanoth Vellichirammal. A citizen science initiative for open data and visualization of COVID-19 outbreak in Kerala, India
1921 -- 1934Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael W. Sjoding, Jenna Wiens. Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data
1935 -- 1942Xi Yang 0015, Jiang Bian 0001, William R. Hogan, Yonghui Wu. Clinical concept extraction using transformers
1943 -- 1948Smiti Kaul, Cameron Coleman, David Gotz. A rapidly deployed, interactive, online visualization system to support fatality management during the coronavirus disease 2019 (COVID-19) pandemic
1949 -- 1954Ellerie Weber, Sarah J. Miller, Varuna Astha, Teresa Janevic, Emma Benn. Characteristics of telehealth users in NYC for COVID-related care during the coronavirus pandemic
1955 -- 1963Chen-Tan Lin, Kelly Bookman, Amber Sieja, Katie Markley, Richard L. Altman, Jeffrey Sippel, Katharine Perica, Lori Reece, Christopher Davis, Edward Horowitz, Larissa Pisney, Peter D. Sottile, David Kao, Bonnie Adrian, Melissa Szkil, Julie Griffin, Jeanie Youngwerth, Brendan Drew, Jonathan Pell. Clinical informatics accelerates health system adaptation to the COVID-19 pandemic: examples from Colorado
1964 -- 1967Narayan Venkataraman, Beng Hoong Poon, Chuin Siau. Innovative use of health informatics to augment contact tracing during the COVID-19 pandemic in an acute hospital
1968 -- 1976Anna Ostropolets, Linying Zhang, George Hripcsak. A scoping review of clinical decision support tools that generate new knowledge to support decision making in real time
1977 -- 1986Ali Aliabadi, Abbas Sheikhtaheri, Hossein Ansari. Electronic health record-based disease surveillance systems: A systematic literature review on challenges and solutions
1987 -- 1998Riley Taitingfong, Cinnamon S. Bloss, Cynthia Triplett, Julie Cakici, Nanibaa' Garrison, Shelley Cole, Julie A. Stoner, Lucila Ohno-Machado. A systematic literature review of Native American and Pacific Islanders' perspectives on health data privacy in the United States
1999 -- 2010Jiang Bian 0001, Tianchen Lyu, Alexander Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo 0005, Yonghui Wu, Mattia C. F. Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan. Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data
2011 -- 2015Tina Hernandez-Boussard, Selen Bozkurt, John P. A. Ioannidis, Nigam H. Shah. MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care
2016 -- 2019Kadija Ferryman. Addressing health disparities in the Food and Drug Administration's artificial intelligence and machine learning regulatory framework
2020 -- 2023Matthew Decamp, Charlotta Lindvall. Latent bias and the implementation of artificial intelligence in medicine
2024 -- 2027Melissa D. McCradden, Shalmali Joshi, James A. Anderson, Mjaye Mazwi, Anna Goldenberg, Randi Zlotnik Shaul. Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning

Volume 27, Issue 11

1639 -- 1640Suzanne Bakken. Toward diversity, equity, and inclusion in informatics, health care, and society
1641 -- 1647Kevin Wiley, Brian E. Dixon, Shaun J. Grannis, Nir Menachemi. Underrepresented racial minorities in biomedical informatics doctoral programs: graduation trends and academic placement (2002-2017)
1648 -- 1657Tiago K. Colicchio, Pavithra I. Dissanayake, James J. Cimino. Formal representation of patients' care context data: the path to improving the electronic health record
1658 -- 1666Amal Alharbi, Mark Stevenson. Refining Boolean queries to identify relevant studies for systematic review updates
1667 -- 1674Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala. Synthetic minority oversampling of vital statistics data with generative adversarial networks
1675 -- 1687Neil S. Zheng, QiPing Feng, Vern Eric Kerchberger, Juan Zhao 0003, Todd L. Edwards, Nancy J. Cox, C. Michael Stein, Dan M. Roden, Joshua C. Denny, Wei-Qi Wei. PheMap: a multi-resource knowledge base for high-throughput phenotyping within electronic health records
1688 -- 1694Jennifer Corny, Asok Rajkumar, Olivier Martin, Xavier Dode, Jean-Patrick Lajonchère, Olivier Billuart, Yvonnick Bézie, Anne Buronfosse. A machine learning-based clinical decision support system to identify prescriptions with a high risk of medication error
1695 -- 1704Ahmet Baki Kocaballi, Kiran Ijaz, Liliana Laranjo, Juan C. Quiroz, Dana Rezazadegan, Huong Ly Tong, Simon Willcock, Shlomo Berkovsky, Enrico W. Coiera. Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners
1705 -- 1710Chase R. Parsons, Jonathan D. Hron, Fabienne C. Bourgeois. Preserving privacy for pediatric patients and families: use of confidential note types in pediatric ambulatory care
1711 -- 1715Sheena Desai, Arash Mostaghimi, Vinod E. Nambudiri. Clinical informatics subspecialists: characterizing a novel evolving workforce
1716 -- 1720Nathanael R. Fillmore, Danne C. Elbers, Jennifer La, Theodore C. Feldman, Sung Feng-Chi, Robert B. Hall, Vinh Nguyen, Nicholas Link, Robert Zwolinski, Svitlana Dipietro, Steven J. Miller, Anahit Aleksanyan, Sergey Goryachev, Paul Corcoran, Steven J. Bergstrom, Michael A. Parenteau, Robert S. Sprague, David J. Thornton, Jane A. Driver, Judith M. Strymish, Stewart Evans, Benjamin Colonna, Mary T. Brophy, Nhan V. Do. An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center
1721 -- 1726Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif O. Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux. SCOR: A secure international informatics infrastructure to investigate COVID-19
1727 -- 1731Alan R. Dennis, Antino Kim, Mohammad Rahimi, Sezgin Ayabakan. User reactions to COVID-19 screening chatbots from reputable providers
1732 -- 1740Bonnie L. Westra, Kay Lytle, LuAnn Whittenburg, Mischa Adams, Samira Ali, Meg Furukawa, Stephanie Hartleben, Mary L. Hook, Steven G. Johnson, Sarah Collins Rossetti, Theresa (Tess) Settergren. A refined methodology for validation of information models derived from flowsheet data and applied to a genitourinary case
1741 -- 1746Carlene A. Mayfield, Margaret E. Gigler, Leslie Snapper, Jainmary Jose, Jackie Tynan, Victoria C. Scott, Michael Dulin. Using cloud-based, open-source technology to evaluate, improve, and rapidly disseminate community-based intervention data
1747 -- 1751Evan Vitiello, Michael Kane, Alissa Hutto, Austin Hall. Building for the future: the creation of a residency training track to foster innovation through clinical informatics in psychiatry
1752 -- 1763Julie Gandrup, Syed Mustafa Ali, John McBeth, Sabine N. van der Veer, William G. Dixon. Remote symptom monitoring integrated into electronic health records: A systematic review
1764 -- 1773Min Chen, Xuan Tan, Rema Padman. Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review
1774 -- 1783Francis Lau, Marcy G. Antonio, Kelly Davison, Roz Queen, Aaron Devor. A rapid review of gender, sex, and sexual orientation documentation in electronic health records
1784 -- 1797Ulla Petti, Simon Baker, Anna Korhonen. A systematic literature review of automatic Alzheimer's disease detection from speech and language
1798 -- 1801Matthew S. Pantell, Julia Adler-Milstein, Michael D. Wang, Aric A. Prather, Nancy E. Adler, Laura M. Gottlieb. A call for social informatics
1802 -- 1807Rebecca G. Block, Jon Puro, Erika Cottrell, Mitchell R. Lunn, M. J. Dunne, Ana R. Quiñones, Bowen Chung, William Pinnock, Georgia M. Reid, John Heintzman. Recommendations for improving national clinical datasets for health equity research
1808 -- 1812Nathan D. Seligson, Jeremy L. Warner, William S. Dalton, David Martin, Robert S. Miller, Debra Patt, Kenneth L. Kehl, Matvey B. Palchuk, Gil Alterovitz, Laura K. Wiley, Ming Huang 0006, Feichen Shen, Yanshan Wang, Khoa A. Nguyen, Anthony F. Wong, Funda Meric-Bernstam, Elmer V. Bernstam, James L. Chen. Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity
1813 -- 1815Aviv Shachak, Maria Alcocer Alkureishi. Virtual care: a 'Zoombie' apocalypse?
1816 -- 1818Kelly A. Hirko, Jean M. Kerver, Sabrina Ford, Chelsea Szafranski, John Beckett, Chris Kitchen, Andrea L. Wendling. Telehealth in response to the COVID-19 pandemic: Implications for rural health disparities
1819 -- 1820Ming-Ju Tsai, Wen-Tsung Tsai, Hui-Sheng Pan, Chia-Kuei Hu, An-Ni Chou, Shian-Fei Juang, Ming-Kuo Huang, Ming-Feng Hou. Deployment of information technology to facilitate patient care in the isolation ward during COVID-19 pandemic
1821 -- 1822Catherine J. Staes, James Jellison, Mary Beth Kurilo, Rick Keller, Hadi Kharrazi. Response to authors of "Barriers to hospital electronic public health reporting and implications for the COVID-19 pandemic"
1823 -- 1824A. Jay Holmgren, Nate C. Apathy, Julia Adler-Milstein. Barriers to hospital electronic public health reporting and implications for the COVID-19 pandemic: the authors' reply
1825 -- 1827L. A. Grutters, K. I Majoor, E. S. K. Mattern, J. A. Hardeman, C. F. P. van Swol, A. D. M. Vorselaars. Home telemonitoring makes early hospital discharge of COVID-19 patients possible
1828 -- 1829Emmanuelle Sylvestre, René-Michel Thuny, Elsa Cecilia-Joseph, Papa Gueye, Cyrille Chabartier, Yannick Brouste, Hossein Mehdaoui, Fatiha Najioullah, Sandrine Pierre-François, Sylvie Abel, André Cabié, Moustapha Drame. Health informatics support for outbreak management: How to respond without an electronic health record?
1830 -- 0Stacie Vilendrer, Birju Patel, Whitney Chadwick, Michael Hwa, Steven Asch, Natalie Pageler, Rajiv Ramdeo, Erika A. Saliba-Gustafsson, Philip Strong, Christopher Sharp. Corrigendum to: Rapid Deployment of Inpatient Telemedicine In Response to COVID-19 Across Three Health Systems

Volume 27, Issue 10

1499 -- 1501Betsy L. Humphreys, Guilherme Del Fiol, Hua Xu. The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics
1502 -- 1509Ying Wang 0003, Enrico W. Coiera, Farah Magrabi. Can Unified Medical Language System-based semantic representation improve automated identification of patient safety incident reports by type and severity?
1510 -- 1519Dongfang Xu, Manoj Gopale, Jiacheng Zhang, Kris Brown, Edmon Begoli, Steven Bethard. Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization
1520 -- 1528Andrew P. Reimer, Alex Milinovich. Using UMLS for electronic health data standardization and database design
1529 -- 1537Sam Henry 0001, Yanshan Wang, Feichen Shen, Özlem Uzuner. The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records
1538 -- 1546Yuqing Mao, Kin Wah Fung. Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts
1547 -- 1555Jake Vasilakes, Anusha Bompelli, Jeffrey R. Bishop, Terrence J. Adam, Olivier Bodenreider, Rui Zhang 0028. Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System
1556 -- 1567Maxwell A. Weinzierl, Ramón Maldonado, Sanda M. Harabagiu. The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts
1568 -- 1575Fengbo Zheng, Jay Shi, Yuntao Yang, W. Jim Zheng, Licong Cui. A transformation-based method for auditing the IS-A hierarchy of biomedical terminologies in the Unified Medical Language System
1576 -- 1584Long Chen, Wenbo Fu, Yu Gu, Zhiyong Sun, Haodan Li, Enyu Li, Li Jiang, Yuan Gao, Yang Huang. Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking
1585 -- 1592Yonatan Bitton, Raphael Cohen, Tamar Schifter, Eitan Bachmat, Michael Elhadad, Noémie Elhadad. Cross-lingual Unified Medical Language System entity linking in online health communities
1593 -- 1599Laila Rasmy, Firat Tiryaki, Yujia Zhou, Yang Xiang, Cui Tao, Hua Xu 0001, Degui Zhi. Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies
1600 -- 1605Chris J. Lu, Amanda Payne, James G. Mork. The Unified Medical Language System SPECIALIST Lexicon and Lexical Tools: Development and applications
1606 -- 1611Liz Amos, David Anderson, Stacy Brody, Anna Ripple, Betsy L. Humphreys. UMLS users and uses: a current overview
1612 -- 1624Meen Chul Kim, Seojin Nam, Fei Wang 0001, Yongjun Zhu. Mapping scientific landscapes in UMLS research: a scientometric review
1625 -- 1638Ling Zheng, Zhe He 0001, Duo Wei, Vipina Keloth, Jung-Wei Fan, Luke Lindemann, Xinxin Zhu, James J. Cimino, Yehoshua Perl. A review of auditing techniques for the Unified Medical Language System

Volume 27, Issue 1

1 -- 2Özlem Uzuner, Amber Stubbs, Leslie Lenert. Advancing the state of the art in automatic extraction of adverse drug events from narratives
3 -- 12Sam Henry 0001, Kevin Buchan, Michele Filannino, Amber Stubbs, Özlem Uzuner. 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records
13 -- 21Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu 0007, Yang Xiang, Firat Tiryaki, Stephen Wu 0004, Yaoyun Zhang, Cui Tao, Hua Xu 0001. A study of deep learning approaches for medication and adverse drug event extraction from clinical text
22 -- 30Meizhi Ju, Nhung T. H. Nguyen 0001, Makoto Miwa, Sophia Ananiadou. An ensemble of neural models for nested adverse drug events and medication extraction with subwords
31 -- 38Youngjun Kim, Stéphane M. Meystre. Ensemble method-based extraction of medication and related information from clinical texts
39 -- 46Fenia Christopoulou, Thy Thy Tran, Sunil Kumar Sahu, Makoto Miwa, Sophia Ananiadou. Adverse drug events and medication relation extraction in electronic health records with ensemble deep learning methods
47 -- 55Hong-Jie Dai, Chu-Hsien Su, Chi-Shin Wu. Adverse drug event and medication extraction in electronic health records via a cascading architecture with different sequence labeling models and word embeddings
56 -- 64Long Chen, Yu Gu, Xin Ji, Zhiyong Sun, Haodan Li, Yuan Gao, Yang Huang. Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning
65 -- 72Xi Yang, Jiang Bian 0001, Ruogu Fang, Ragnhildur I Bjarnadottir, William R. Hogan, Yonghui Wu. Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting
73 -- 80Joshua R. Vest, Mark A. Unruh, Lawrence Casalino, Jason S. Shapiro. The complementary nature of query-based and directed health information exchange in primary care practice
81 -- 88Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Filip Ginter, Tapio Salakoski, Sanna Salanterä. Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods
89 -- 98Mohammed Alawad, Shang Gao, John X. Qiu, Hong-Jun Yoon, James Blair Christian, Lynne Penberthy, Brent Mumphrey, Xiao-Cheng Wu, Linda Coyle, Georgia D. Tourassi. Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks
99 -- 108Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin. Ensuring electronic medical record simulation through better training, modeling, and evaluation
109 -- 118Nicholas J. Dobbins, Clifford H. Spital, Robert A. Black, Jason M. Morrison, Bas de Veer, Elizabeth Zampino, Robert D. Harrington, Bethene D. Britt, Kari A. Stephens, Adam B. Wilcox, Peter Tarczy-Hornoch, Sean D. Mooney. Leaf: an open-source, model-agnostic, data-driven web application for cohort discovery and translational biomedical research
119 -- 126Lingjiao Zhang, Xiruo Ding, Yanyuan Ma, Naveen Muthu, Imran Ajmal, Jason H. Moore, Daniel S. Herman, Jinbo Chen. A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients
127 -- 135Yasir Tarabichi, Jake Goyden, Rujia Liu, Steven Lewis, Joseph Sudano, David C. Kaelber. A step closer to nationwide electronic health record-based chronic disease surveillance: characterizing asthma prevalence and emergency department utilization from 100 million patient records through a novel multisite collaboration
136 -- 146Praveen Kumar, Anastasiya Nestsiarovich, Stuart J. Nelson, Berit Kerner, Douglas J. Perkins, Christophe G. Lambert. Imputation and characterization of uncoded self-harm in major mental illness using machine learning
147 -- 153Colby Redfield, Abdulhakim Tlimat, Yoni Halpern, David W. Schoenfeld, Edward Ullman, David A. Sontag, Larry A. Nathanson, Steven Horng. Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department
154 -- 158Pedro J. Caraballo, Joseph A. Sutton, Jyothsna Giri, Jessica A. Wright, Wayne T. Nicholson, Iftikhar J. Kullo, Mark A. Parkulo, Suzette J. Bielinski, Ann M. Moyer. Integrating pharmacogenomics into the electronic health record by implementing genomic indicators
159 -- 174Pavithra I. Dissanayake, Tiago K. Colicchio, James J. Cimino. Using clinical reasoning ontologies to make smarter clinical decision support systems: a systematic review and data synthesis
175 -- 180Akshay Rajaram, Zachary Hickey, Nimesh Patel, Joseph Newbigging, Brent Wolfrom. Training medical students and residents in the use of electronic health records: a systematic review of the literature
181 -- 0. Corrigendum to: Real world evidence in cardiovascular medicine: assuring data validity in electronic health record-based studies