Journal of the American Medical Informatics Association, Volume 27

Volume 27, Number 1, January 2020

Editorial

• 
  Özlem Uzuner, Amber Stubbs, Leslie Lenert:
  Advancing the state of the art in automatic extraction of adverse drug events from narratives. 1-2

Research and Applications

• 
  Sam Henry, Kevin Buchan, Michele Filannino, Amber Stubbs, Özlem Uzuner:
  2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. 3-12
• 
  Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao, Hua Xu:
  A study of deep learning approaches for medication and adverse drug event extraction from clinical text. 13-21
• 
  Meizhi Ju, Nhung T. H. Nguyen, Makoto Miwa, Sophia Ananiadou:
  An ensemble of neural models for nested adverse drug events and medication extraction with subwords. 22-30
• 
  Youngjun Kim, Stéphane M. Meystre:
  Ensemble method-based extraction of medication and related information from clinical texts. 31-38
• 
  Fenia 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. 39-46
• 
  Hong-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. 47-55
• 
  Long 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. 56-64
• 
  Xi Yang, Jiang Bian, 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. 65-72
• 
  Joshua R. Vest, Mark A. Unruh, Lawrence P. Casalino, Jason S. Shapiro:
  The complementary nature of query-based and directed health information exchange in primary care practice. 73-80
• 
  Hans 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. 81-88
• 
  Mohammed M. Alawad, Shang Gao, John X. Qiu, Hong-Jun Yoon, James Blair Christian, Lynne Penberthy, Brent J. 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. 89-98
• 
  Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin:
  Ensuring electronic medical record simulation through better training, modeling, and evaluation. 99-108
• 
  Nicholas 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. 109-118
• 
  Lingjiao 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. 119-126
• 
  Yasir 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. 127-135
• 
  Praveen 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. 136-146
• 
  Colby 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. 147-153

Brief Communication

• 
  Pedro 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. 154-158

Review

• 
  Pavithra 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. 159-174
• 
  Akshay 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. 175-180

Corrigendum

• 
  Corrigendum to: Real world evidence in cardiovascular medicine: assuring data validity in electronic health record-based studies. 181

Volume 27, Number 2, February 2020

Editorial

• 
  Suzanne Bakken:
  Consumer- and patient-oriented informatics innovation: continuing the legacy of Warner V. Slack. 183-184

Research and Applications

• 
  Robin 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. 185-193
• 
  Dina Demner-Fushman, Yassine Mrabet, Asma Ben Abacha:
  Consumer health information and question answering: helping consumers find answers to their health-related information needs. 194-201
• 
  Shefali Haldar, Sonali R. Mishra, Ari H. Pollack, Wanda Pratt:
  Informatics opportunities to involve patients in hospital safety: a conceptual model. 202-211
• 
  Samantha Stonbraker, Tiffany Porras, Rebecca Schnall:
  Patient preferences for visualization of longitudinal patient-reported outcomes data. 212-224
• 
  Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian:
  Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States. 225-235
• 
  Bryan D. Steitz, Kim M. Unertl, Mia A. Levy:
  Characterizing communication patterns among members of the clinical care team to deliver breast cancer treatment. 236-243
• 
  Jiayi Tong, Jing Huang, 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. 244-253
• 
  V. 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. 254-264
• 
  Fahd 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. 265-273
• 
  Kate Honeyford, Graham S. Cooke, Anne Kinderlerer, Elizabeth Williamson, Mark Gilchrist, Alison H. 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. 274-283
• 
  David S. Dakwa, Vincent D. Marshall, Bruce W. Chaffee:
  The impact of drug order complexity on prospective medication order review and verification time. 284-293
• 
  Alon 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. 294-300

Brief Communication

• 
  Alexandra 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. 301-307

Case Report

• 
  Srijesa 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. 308-314

Reviews

• 
  Abeed Sarker, Annika DeRoos, Jeanmarie Perrone:
  Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework. 315-329
• 
  Saba Akbar, Enrico W. Coiera, Farah Magrabi:
  Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review. 330-340

Volume 27, Number 3, March 2020

Editorial

• 
  Suzanne Bakken:
  Innovation is key for advancing the science of biomedical and health informatics and for publishing in JAMIA. 341-342

Research and Applications

• 
  Tsung-Ting Kuo, Jihoon Kim, Rodney A. Gabriel:
  Privacy-preserving model learning on a blockchain network-of-networks. 343-354
• 
  Finneas J. R. Catling, Anthony H. Wolff:
  Temporal convolutional networks allow early prediction of events in critical care. 355-365
• 
  Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado:
  Protecting patient privacy in survival analyses. 366-375
• 
  Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu, 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. 376-385
• 
  Yili Zhang, Günes Koru:
  Understanding and detecting defects in healthcare administration data: Toward higher data quality to better support healthcare operations and decisions. 386-395
• 
  Kushan De Silva, Daniel Jönsson, Ryan T. Demmer:
  A combined strategy of feature selection and machine learning to identify predictors of prediabetes. 396-406
• 
  Hannah 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. 407-418
• 
  Max Moldovan, Jyoti Khadka, Renuka Visvanathan, Steve Wesselingh, Maria C. S. Inacio:
  Using elastic nets to estimate frailty burden from routinely collected national aged care data. 419-428
• 
  Sara 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. 429-436

Brief Communication

• 
  Zina 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. 437-443
• 
  Péter Szilágyi, Rebecca Valderrama, Sitaram Vangala, Christina Albertin, David Okikawa, Michael Sloyan, Nathalie Lopez, Carlos F. Lerner:
  Pediatric patient portal use in one health system. 444-448
• 
  James R. Rogers, Hollis Mills, Lisa V. Grossman, Andrew Goldstein, Chunhua Weng:
  Understanding the nature and scope of clinical research commentaries in PubMed. 449-456

Reviews

• 
  Stephen Wu, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu:
  Deep learning in clinical natural language processing: a methodical review. 457-470
• 
  Varsha 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. 471-479
• 
  Adam 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. 480-490

Perspective

• 
  Sandeep Reddy, Sonia Allan, Simon Coghlan, Paul Cooper:
  A governance model for the application of AI in health care. 491-497
• 
  Andrew J. Vickers, Ling Y. Chen, Peter D. Stetson:
  Interfaces for collecting data from patients: 10 golden rules. 498-500

Corrigendum

• 
  Corrigendum to: Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data. 501

Volume 27, Number 4, April 2020

Editorial

• 
  Suzanne Bakken:
  Hot topics in clinical informatics. 503-504

Research and Applications

• 
  Toan 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. 505-513
• 
  Rachel 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. 514-521
• 
  Rouzbeh Razavi, Amin Gharipour, Mojgan Gharipour:
  Depression screening using mobile phone usage metadata: a machine learning approach. 522-530
• 
  Julia 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. 531-538
• 
  Rubina F. Rizvi, Jake Vasilakes, Terrence J. Adam, Genevieve B. Melton, Jeffrey R. Bishop, Jiang Bian, Cui Tao, Rui Zhang:
  iDISK: the integrated DIetary Supplements Knowledge base. 539-548
• 
  Shefali Haldar, Sonali R. Mishra, Yoojung Kim, Andrea L. Hartzler, Ari H. Pollack, Wanda Pratt:
  Use and impact of an online community for hospital patients. 549-557
• 
  Elizabeth 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. 558-566
• 
  Travis R. Goodwin, Dina Demner-Fushman:
  A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision. 567-576
• 
  Jordan Everson, Evan Butler:
  Hospital adoption of multiple health information exchange approaches and information accessibility. 577-583
• 
  Chen Lin, Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller:
  Does BERT need domain adaptation for clinical negation detection? 584-591
• 
  William 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. 592-600
• 
  Vanessa 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. 601-605
• 
  Julia 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. 606-612

Brief Communication

• 
  Mustafa 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. 613-620

Review

• 
  Yingxiang Huang, Wentao Li, Fima Macheret, Rodney A. Gabriel, Lucila Ohno-Machado:
  A tutorial on calibration measurements and calibration models for clinical prediction models. 621-633

Perspective

• 
  Frank 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. 634-638
• 
  Christine A. Sinsky, Adam Rule, Genna R. Cohen, Brian G. Arndt, Tait D. Shanafelt, Christopher D. Sharp, Sally L. Baxter, Ming Tai-Seale, Sherry H. F. Yan, You Chen, Julia Adler-Milstein, Michelle R. Hribar:
  Metrics for assessing physician activity using electronic health record log data. 639-643
• 
  Jonathan D. Hron, Eli M. Lourie:
  Have you got the time? Challenges using vendor electronic health record metrics of provider efficiency. 644-646
• 
  Teresa 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. 647-651
• 
  Teresa Zayas-Cabán, Kevin J. Chaney, Donald W. Rucker:
  National health information technology priorities for research: A policy and development agenda. 652-657
• 
  Philip R. O. Payne, Don E. Detmer:
  Language matters: precision health as a cross-cutting care, research and policy agenda. 658-661

Society News

• 
  The 2019 Fellow Cohort of the American College of Medical Informatics. 662-664

Volume 27, Number 5, May 2020

• 
  Suzanne Bakken, Gregory L. Alexander:
  Celebrating the International Year of the Nurse and Midwife: A look at nursing in JAMIA. 665-666
• 
  Ryan J. Shaw, Qing Yang, A. Barnes, D. Hatch, Matthew J. Crowley, Allison Vorderstrasse, Jacqueline Vaughn, Anna Diane, Allison A. Lewinski, M. Jiang, Janee Stevenson, Dori M. Steinberg:
  Self-monitoring diabetes with multiple mobile health devices. 667-676
• 
  Meghan 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. 677-689
• 
  Deborah 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. 690-699
• 
  Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
  Accounting for data variability in multi-institutional distributed deep learning for medical imaging. 700-708
• 
  Natalie 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. 709-716
• 
  Carolyn 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. 717-725
• 
  Jeffrey 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. 726-737
• 
  Kin Wah Fung, Julia Xu, Olivier Bodenreider:
  The new International Classification of Diseases 11th edition: a comparative analysis with ICD-10 and ICD-10-CM. 738-746
• 
  Tsung-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. 747-756
• 
  Kun-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. 757-769
• 
  Saul 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. 770-775
• 
  Shanoja 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. 776-782
• 
  Andrew Stirling, Tracy Tubb, Emily S. Reiff, Chad A. Grotegut, Jennifer Gagnon, Weiyi Li, Gail Bradley, Eric G. Poon, Benjamin Alan Goldstein:
  Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency. 783-787
• 
  Jonathan P. Palma, Jonathan D. Hron, Anthony A. Luberti:
  Early experiences with combined fellowship training in clinical informatics. 788-792
• 
  Jeffrey 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. 793-797
• 
  Esther C. Moore, Clare L. Tolley, David W. Bates, Sarah P. Slight:
  A systematic review of the impact of health information technology on nurses' time. 798-807
• 
  Brian D. Tran, Yunan Chen, Songzi Liu, Kai Zheng:
  How does medical scribes' work inform development of speech-based clinical documentation technologies? A systematic review. 808-817
• 
  M. E. Derksen, S. van Strijp, A. E. Kunst, Joost 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. 818-833
• 
  Sarah 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. 834-841

Volume 27, Number 6, June 2020

• 
  Suzanne Bakken:
  Informatics is a critical strategy in combating the COVID-19 pandemic. 843-844
• 
  Cynthia 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. 845-852
• 
  J. 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. 853-859
• 
  Timothy 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. 860-866
• 
  Frederick 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? 867-876
• 
  Mehr 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. 877-883
• 
  Diego 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. 884-892
• 
  Heba 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. 893-900
• 
  Mohamed Abdalla, Moustafa Abdalla, Frank Rudzicz, Graeme Hirst:
  Using word embeddings to improve the privacy of clinical notes. 901-907
• 
  Heather Anne Smith, Peyman Varshoei, Robin Boushey, Craig E. Kuziemsky:
  Simulation modeling validity and utility in colorectal cancer screening delivery: A systematic review. 908-916
• 
  Liqin 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. 917-923
• 
  Emilie 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. 924-928
• 
  George 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. 929-933
• 
  Bin Zhou, Qing Wu, Xuefei Zhao, Wenchao Zhang, Wenjun Wu, Zi Guo:
  Construction of 5G all-wireless network and information system for cabin hospitals. 934-938
• 
  Wonchan 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. 939-945
• 
  Yilin 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. Simões:
  Using the RE-AIM framework to evaluate internal and external validity of mobile phone-based interventions in diabetes self-management education and support. 946-956
• 
  Jedrek 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. 957-962
• 
  Leslie Lenert, Brooke Yeager McSwain:
  Balancing health privacy, health information exchange, and research in the context of the COVID-19 pandemic. 963-966
• 
  Robert W. Turer, Ian D. 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. 967-971
• 
  Adam G. Dunn, Florence T. Bourgeois:
  Is it time for computable evidence synthesis? 972-975
• 
  Madison Milne-Ives, Michelle Helena van Velthoven, Edward Meinert:
  Mobile apps for real-world evidence in health care. 976-980
• 
  Amy 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. 981-984
• 
  Eduardo 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. 985-986
• 
  David E. Winchester:
  Issues to consider with electronic consultations. 987

Volume 27, Number 7, July 2020

• 
  Claudia Vesel, Homa Rashidisabet, John Zulueta, Jonathan P. Stange, Jennifer Duffecy, Faraz Hussain, 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 D. Leow:
  Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study. 1007-1018
• 
  Daniel Fraczkowski, Jeffrey Matson, Karen Dunn Lopez:
  Nurse workarounds in the electronic health record: An integrative review. 1149-1165
• 
  Katherine 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. 1037-1045
• 
  Aihua 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. 991-999
• 
  Seyedeh Neelufar Payrovnaziri, Zhaoyi Chen, Pablo Rengifo-Moreno, Tim Miller, Jiang Bian, Jonathan H. Chen, Xiuwen Liu, Zhe He:
  Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review. 1173-1185
• 
  Joseph M. Plasek, Chunlei Tang, Yangyong Zhu, Yajun Huang, David W. Bates:
  Following data as it crosses borders during the COVID-19 pandemic. 1139-1141
• 
  Gang Li, Guorui Fan, Yanyan Chen, Zhaohua Deng:
  What patients "see" doctors in online fever clinics during COVID-19 in Wuhan? 1067-1071
• 
  Fang 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, Cui Tao:
  Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events. 1046-1056
• 
  Ninad K. Mishra, Jon Duke, Leslie Lenert, Saugat Karki:
  Public health reporting and outbreak response: synergies with evolving clinical standards for interoperability. 1136-1138
• 
  Neha 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. 1057-1066
• 
  Stacey Marovich, Genevieve B. Luensman, Barbara Wallace, Eileen Storey:
  Opportunities at the intersection of work and health: Developing the occupational data for health information model. 1072-1083
• 
  Thomas 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. 1142-1146
• 
  Benjamin 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. 1121-1125
• 
  Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun:
  Dr. Agent: Clinical predictive model via mimicked second opinions. 1084-1091
• 
  Ryan J. Crowley, Yuan Jin Tan, John P. A. Ioannidis:
  Empirical assessment of bias in machine learning diagnostic test accuracy studies. 1092-1101
• 
  Anacláudia 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. 1166-1172
• 
  Caitlin 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. 1019-1027
• 
  Rui Duan, Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C. Jason Liang, Howard H. Chang, Mary Regina Boland, Jiang Bian, Hua Xu, 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. 1028-1036
• 
  Clair A. Kronk, Judith W. Dexheimer:
  Development of the Gender, Sex, and Sexual Orientation ontology: Evaluation and workflow. 1110-1115
• 
  Mollie 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. 1000-1006
• 
  Sehj 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. 1026-1131
• 
  Pious 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. 1116-1120
• 
  Stacie Vilendrer, Birju S. Patel, Whitney Chadwick, Michael Hwa, Steven Asch, Natalie Pageler, Rajiv Ramdeo, Erika A. Saliba-Gustafsson, Philip Strong, Christopher D. Sharp:
  Rapid Deployment of Inpatient Telemedicine In Response to COVID-19 Across Three Health Systems. 1102-1109
• 
  Suzanne Bakken:
  Telehealth: Simply a pandemic response or here to stay? 989-990
• 
  Anita Ramsetty, Cristin Adams:
  Impact of the digital divide in the age of COVID-19. 1147-1148
• 
  Devin M. Mann, Ji Chen, Rumi Chunara, Paul A. Testa, Oded Nov:
  COVID-19 transforms health care through telemedicine: Evidence from the field. 1132-1135

Volume 27, Number 8, August 2020

• 
  Celebrating G. Octo Barnett, MD. 1187-1189
• 
  Edward Chia-Heng Wang, Adam Wright:
  Characterizing outpatient problem list completeness and duplications in the electronic health record. 1190-1197
• 
  Jordan 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. 1198-1205
• 
  Julia 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. 1206-1213
• 
  Judith 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. 1214-1224
• 
  Rebecca 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. 1225-1234
• 
  Yuri 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. 1235-1243
• 
  Romain Bey, Romain Goussault, François Grolleau, Mehdi Benchoufi, Raphaël Porcher:
  Fold-stratified cross-validation for unbiased and privacy-preserving federated learning. 1244-1251
• 
  Zoe 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. 1252-1258
• 
  David Oniani, Guoqian Jiang, Hongfang Liu, Feichen Shen:
  Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases. 1259-1267
• 
  Martijn 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. 1268-1277
• 
  Paulina S. Sockolow, Kathryn H. Bowles, Christine Wojciechowicz, Ellen J. Bass:
  Incorporating home healthcare nurses' admission information needs to inform data standards. 1278-1286
• 
  Thomas 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. 1287-1292
• 
  Matthias 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. 1293-1299
• 
  Jason 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. 1300-1305
• 
  A Jay Holmgren, Nate C. Apathy, Julia Adler-Milstein:
  Barriers to hospital electronic public health reporting and implications for the COVID-19 pandemic. 1306-1309
• 
  Abeed 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. 1310-1315
• 
  Amit Singh, Albert Haque, Alexandre Alahi, Serena Yeung, Michelle Guo, Jill R. Glassman, William Beninati, Terry Platchek, Li Fei-Fei, Arnold Milstein:
  Automatic detection of hand hygiene using computer vision technology. 1316-1320
• 
  Jihad 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. 1321-1325
• 
  Tucker 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. 1326-1330
• 
  Martijn 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). 1331-1337
• 
  Brian S. Alper, Joshua E. Richardson, Harold P. Lehmann, Vignesh Subbian:
  It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative. 1338-1339
• 
  Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
  Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging. 1340

Volume 27, Number 9, September 2020

• 
  Suzanne Bakken:
  Informatics impact requires effective, scalable tools and standards-based infrastructure. 1341-1342
• 
  Branimir Ljubic, Ameen Abdel Hai, Marija Stanojevic, Wilson Diaz, Daniel Polimac, Martin Pavlovski, Zoran Obradovic:
  Predicting complications of diabetes mellitus using advanced machine learning algorithms. 1343-1351
• 
  Thomas R. Campion Jr., Catherine K. Craven, David A. Dorr, Boyd M. Knosp:
  Understanding enterprise data warehouses to support clinical and translational research. 1352-1358
• 
  Kirk 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. 1359-1363
• 
  Chi Yuan, Yongli Wang, Ning Shang, Ziran Li, Ruxin Zhao, Chunhua Weng:
  A graph-based method for reconstructing entities from coordination ellipsis in medical text. 1364-1373
• 
  David 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. 1374-1382
• 
  Stefanie Jauk, Diether Kramer, Birgit Großauer, Susanne Rienmüller, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz:
  Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study. 1383-1392
• 
  Timothy 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. 1393-1400
• 
  Ross W. Hilliard, Jacqueline Haskell, Rebekah L. Gardner:
  Are specific elements of electronic health record use associated with clinician burnout more than others? 1401-1410
• 
  Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong:
  Generating sequential electronic health records using dual adversarial autoencoder. 1411-1419
• 
  Amber 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). 1420-1424
• 
  Inès 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. 1425-1430
• 
  Kirk 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. 1431-1436
• 
  Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L. DuVall, Elizabeth Hanchrow, Hongfang Liu, Kristine E. Lynch, Michael E. 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. 1437-1442
• 
  Thomas 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. 1443-1449
• 
  Timothy 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. 1450-1455
• 
  Ram 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. 1456-1461
• 
  Julia Adler-Milstein, Crishyashi Thao:
  Why real-world health information technology performance transparency is challenging, even when everyone (claims to) want it. 1462-1465
• 
  Lytske J. Bakker, Jos Aarts, Carin Uyl-de Groot, William K. Redekop:
  Economic evaluations of big data analytics for clinical decision-making: a scoping review. 1466-1475
• 
  Macarena 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. 1476-1487
• 
  Wendy 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. 1488-1495
• 
  Edward Barthell, Jonathan Handler:
  Letter to Editor. 1496-1497
• 
  Robert W. Turer, Ian D. Jones, S. Trent Rosenbloom, Corey M. Slovis, Michael J. Ward:
  Reply to Barthell et al. 1498

Volume 27, Number 10, October 2020

• 
  Betsy L. Humphreys, Guilherme Del Fiol, Hua Xu:
  The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics. 1499-1501
• 
  Ying Wang, 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? 1502-1509
• 
  Dongfang 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. 1510-1519
• 
  Andrew P. Reimer, Alex Milinovich:
  Using UMLS for electronic health data standardization and database design. 1520-1528
• 
  Sam Henry, 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. 1529-1537
• 
  Yuqing Mao, Kin Wah Fung:
  Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts. 1538-1546
• 
  Jake Vasilakes, Anusha Bompelli, Jeffrey R. Bishop, Terrence J. Adam, Olivier Bodenreider, Rui Zhang:
  Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System. 1547-1555
• 
  Maxwell A. Weinzierl, Ramón Maldonado, Sanda M. Harabagiu:
  The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts. 1556-1567
• 
  Fengbo 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. 1568-1575
• 
  Long 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. 1576-1584
• 
  Yonatan Bitton, Raphael Cohen, Tamar Schifter, Eitan Bachmat, Michael Elhadad, Noémie Elhadad:
  Cross-lingual Unified Medical Language System entity linking in online health communities. 1585-1592
• 
  Laila Rasmy, Firat Tiryaki, Yujia Zhou, Yang Xiang, Cui Tao, Hua Xu, Degui Zhi:
  Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. 1593-1599
• 
  Chris J. Lu, Amanda Payne, James G. Mork:
  The Unified Medical Language System SPECIALIST Lexicon and Lexical Tools: Development and applications. 1600-1605
• 
  Liz Amos, David Anderson, Stacy Brody, Anna Ripple, Betsy L. Humphreys:
  UMLS users and uses: a current overview. 1606-1611
• 
  Meen Chul Kim, Seojin Nam, Fei Wang, Yongjun Zhu:
  Mapping scientific landscapes in UMLS research: a scientometric review. 1612-1624
• 
  Ling Zheng, Zhe He, Duo Helen Wei, Vipina Kuttichi Keloth, Jung-Wei Fan, Luke Lindemann, Xinxin Zhu, James J. Cimino, Yehoshua Perl:
  A review of auditing techniques for the Unified Medical Language System. 1625-1638

Volume 27, Number 11, November 2020

• 
  Suzanne Bakken:
  Toward diversity, equity, and inclusion in informatics, health care, and society. 1639-1640
• 
  Kevin Wiley, Brian E. Dixon, Shaun J. Grannis, Nir Menachemi:
  Underrepresented racial minorities in biomedical informatics doctoral programs: graduation trends and academic placement (2002-2017). 1641-1647
• 
  Tiago K. Colicchio, Pavithra I. Dissanayake, James J. Cimino:
  Formal representation of patients' care context data: the path to improving the electronic health record. 1648-1657
• 
  Amal Alharbi, Mark Stevenson:
  Refining Boolean queries to identify relevant studies for systematic review updates. 1658-1666
• 
  Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala:
  Synthetic minority oversampling of vital statistics data with generative adversarial networks. 1667-1674
• 
  Neil S. Zheng, QiPing Feng, Vern Eric Kerchberger, Juan Zhao, 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. 1675-1687
• 
  Jennifer 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. 1688-1694
• 
  Ahmet 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. 1695-1704
• 
  Chase R. Parsons, Jonathan D. Hron, Fabienne C. Bourgeois:
  Preserving privacy for pediatric patients and families: use of confidential note types in pediatric ambulatory care. 1705-1710
• 
  Sheena Desai, Arash Mostaghimi, Vinod E. Nambudiri:
  Clinical informatics subspecialists: characterizing a novel evolving workforce. 1711-1715
• 
  Nathanael R. Fillmore, Danne C. Elbers, Jennifer La, Theodore C. Feldman, Sung Feng-Chi, Robert B. Hall, Vinh Q. Nguyen, Nicholas B. 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. 1716-1720
• 
  Jean 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 Ozgun 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 B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux:
  SCOR: A secure international informatics infrastructure to investigate COVID-19. 1721-1726
• 
  Alan R. Dennis, Antino Kim, Mohammad Rahimi, Sezgin Ayabakan:
  User reactions to COVID-19 screening chatbots from reputable providers. 1727-1731
• 
  Bonnie 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. 1732-1740
• 
  Carlene 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. 1741-1746
• 
  Evan 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. 1747-1751
• 
  Julie 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. 1752-1763
• 
  Min Chen, Xuan Tan, Rema Padman:
  Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review. 1764-1773
• 
  Francis Y. Lau, Marcy G. Antonio, Kelly Davison, Roz Queen, Aaron Devor:
  A rapid review of gender, sex, and sexual orientation documentation in electronic health records. 1774-1783
• 
  Ulla Petti, Simon Baker, Anna Korhonen:
  A systematic literature review of automatic Alzheimer's disease detection from speech and language. 1784-1797
• 
  Matthew S. Pantell, Julia Adler-Milstein, Michael D. Wang, Aric A. Prather, Nancy E. Adler, Laura M. Gottlieb:
  A call for social informatics. 1798-1801
• 
  Rebecca 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. 1802-1807
• 
  Nathan 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, 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. 1808-1812
• 
  Aviv Shachak, Maria Alcocer Alkureishi:
  Virtual care: a 'Zoombie' apocalypse? 1813-1815
• 
  Kelly 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. 1816-1818
• 
  Ming-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. 1819-1820
• 
  Catherine 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". 1821-1822
• 
  A 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. 1823-1824
• 
  L. 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. 1825-1827
• 
  Emmanuelle 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? 1828-1829
• 
  Stacie Vilendrer, Birju S. Patel, Whitney Chadwick, Michael Hwa, Steven Asch, Natalie Pageler, Rajiv Ramdeo, Erika A. Saliba-Gustafsson, Philip Strong, Christopher D. Sharp:
  Corrigendum to: Rapid Deployment of Inpatient Telemedicine In Response to COVID-19 Across Three Health Systems. 1830

Volume 27, Number 12, December 2020

• 
  Jeffery Smith:
  Setting the agenda: an informatics-led policy framework for adaptive CDS. 1831-1833
• 
  Vitej 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. 1834-1843
• 
  Ian 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. 1844-1849
• 
  Andre 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. 1850-1859
• 
  Arti 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. 1860-1870
• 
  Dee W. 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. 1871-1877
• 
  Selen 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. 1878-1884
• 
  York 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. 1885-1893
• 
  Lana Yeganova, Sun Kim, Qingyu Chen, Grigory Balasanov, W. John Wilbur, Zhiyong Lu:
  Better synonyms for enriching biomedical search. 1894-1902
• 
  Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace:
  Trialstreamer: A living, automatically updated database of clinical trial reports. 1903-1912
• 
  Jijo 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. 1913-1920
• 
  Shengpu 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. 1921-1934
• 
  Xi Yang, Jiang Bian, William R. Hogan, Yonghui Wu:
  Clinical concept extraction using transformers. 1935-1942
• 
  Smiti Kaul, Cameron Coleman, David Gotz:
  A rapidly deployed, interactive, online visualization system to support fatality management during the coronavirus disease 2019 (COVID-19) pandemic. 1943-1948
• 
  Ellerie Weber, Sarah J. Miller, Varuna Astha, Teresa Janevic, Emma Benn:
  Characteristics of telehealth users in NYC for COVID-related care during the coronavirus pandemic. 1949-1954
• 
  Chen-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 P. 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. 1955-1963
• 
  Narayan Venkataraman, Beng Hoong Poon, Chuin Siau:
  Innovative use of health informatics to augment contact tracing during the COVID-19 pandemic in an acute hospital. 1964-1967
• 
  Anna Ostropolets, Linying Zhang, George Hripcsak:
  A scoping review of clinical decision support tools that generate new knowledge to support decision making in real time. 1968-1976
• 
  Ali Aliabadi, Abbas Sheikhtaheri, Hossein Ansari:
  Electronic health record-based disease surveillance systems: A systematic literature review on challenges and solutions. 1977-1986
• 
  Riley 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. 1987-1998
• 
  Jiang Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia 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. 1999-2010
• 
  Tina 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. 2011-2015
• 
  Kadija Ferryman:
  Addressing health disparities in the Food and Drug Administration's artificial intelligence and machine learning regulatory framework. 2016-2019
• 
  Matthew Decamp, Charlotta Lindvall:
  Latent bias and the implementation of artificial intelligence in medicine. 2020-2023
• 
  Melissa 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. 2024-2027