Journal of the American Medical Informatics Association, Volume 24

Volume 24, Number 1, January 2017

Highlights

• 
  Lucila Ohno-Machado:
  Using health information technology for clinical decision support and predictive analytics. 1

Research and Applications

• 
  Hadi Kharrazi, Elyse C. Lasser, William A. Yasnoff, John W. Loonsk, Aneel A. Advani, Harold P. Lehmann, David C. Chin, Jonathan P. Weiner:
  A proposed national research and development agenda for population health informatics: summary recommendations from a national expert workshop. 2-12
• 
  Bryan Haslam, Luis Pérez-Breva:
  Learning disease relationships from clinical drug trials. 13-23
• 
  Jacob S. Calvert, Daniel A. Price, Christopher W. Barton, Uli K. Chettipally, Ritankar Das:
  Discharge recommendation based on a novel technique of homeostatic analysis. 24-29
• 
  Benjamin H. Slovis, Tina Lowry, Bradley Delman, Anton O. Beitia, Gilad J. Kuperman, Charles DiMaggio, Jason S. Shapiro:
  Patient crossover and potentially avoidable repeat computed tomography exams across a health information exchange. 30-38
• 
  Joshua R. Vest, Jessica S. Ancker:
  Health information exchange in the wild: the association between organizational capability and perceived utility of clinical event notifications in ambulatory and community care. 39-46
• 
  Mathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky:
  Learning temporal rules to forecast instability in continuously monitored patients. 47-53
• 
  Mette Heringa, Hidde Siderius, Annemieke Floor-Schreudering, Peter A. G. M. De Smet, Marcel L. Bouvy:
  Lower alert rates by clustering of related drug interaction alerts. 54-59
• 
  Emmanuel Eschmann, Patrick E. Beeler, Markus Schneemann, Jürg Blaser:
  Developing strategies for predicting hyperkalemia in potassium-increasing drug-drug interactions. 60-66
• 
  Gregory L. Alexander, Richard W. Madsen, Erin L. Miller, Melissa K. Schaumberg, Allison E. Holm, Rachel L. Alexander, Keely K. Wise, Michelle L. Dougherty, Brian Gugerty:
  A national report of nursing home information technology: year 1 results. 67-73
• 
  Shannon F. Manzi, Vincent A. Fusaro, Laura Chadwick, Catherine Brownstein, Catherine Clinton, Kenneth D. Mandl, Wendy A. Wolf, Jared B. Hawkins:
  Creating a scalable clinical pharmacogenomics service with automated interpretation and medical record result integration - experience from a pediatric tertiary care facility. 74-80
• 
  Sjoukje van der Bij, Nasra Khan, Petra ten Veen, Dinny H. de Bakker, Robert A. Verheij:
  Improving the quality of EHR recording in primary care: a data quality feedback tool. 81-87
• 
  Sharad Manaktala, Stephen R. Claypool:
  Evaluating the impact of a computerized surveillance algorithm and decision support system on sepsis mortality. 88-95
• 
  Brian E. Dixon, Susan Ofner, Susan M. Perkins, Laura J. Myers, Marc B. Rosenman, Alan J. Zillich, Dustin D. French, Michael Weiner, David A. Haggstrom:
  Which veterans enroll in a VA health information exchange program? 96-105
• 
  Neda Ratanawongsa, Jennifer L. Barton, Courtney R. Lyles, Michael Wu, Edward H. Yelin, Diana Martinez, Dean Schillinger:
  Computer use, language, and literacy in safety net clinic communication. 106-112
• 
  N. Lance Downing, Julia Adler-Milstein, Jonathan P. Palma, Steven R. Lane, Matthew Eisenberg, Christopher D. Sharp, Christopher A. Longhurst:
  Health information exchange policies of 11 diverse health systems and the associated impact on volume of exchange. 113-122
• 
  Trevor Jamieson, Jonathan Ailon, Vince Chien, Ophyr Mourad:
  An electronic documentation system improves the quality of admission notes: a randomized trial. 123-129
• 
  Dawn Heisey-Grove, Vaishali Patel:
  National findings regarding health IT use and participation in health care delivery reform programs among office-based physicians. 130-139
• 
  Siddhartha Yadav, Noora Kazanji, Narayan K. C, Sudarshan Paudel, John Falatko, Sandor Shoichet, Michael E. Maddens, Michael A. Barnes:
  Comparison of accuracy of physical examination findings in initial progress notes between paper charts and a newly implemented electronic health record. 140-144
• 
  David L. Masica, Marco Dal Molin, Christopher L. Wolfgang, Tyler M. Tomita, Mohammad R. Ostovaneh, Amanda Blackford, Robert A. Moran, Joanna K. Law, Thomas Barkley, Michael Goggins, Marcia Irene Canto, Meredith E. Pittman, James R. Eshleman, Syed Z. Ali, Elliot K. Fishman, Ihab R. Kamel, Siva P. Raman, Atif K. Zaheer, Nita Ahuja, Martin A. Makary, Matthew J. Weiss, Kenzo Hirose, John L. Cameron, Neda Rezaee, Jin He, Young Joon Ahn, Wenchuan Wu, Yuxuan Wang, Simeon Springer, Luis L. Diaz Jr., Nickolas Papadopoulos, Ralph H. Hruban, Kenneth W. Kinzler, Bert Vogelstein, Rachel Karchin, Anne Marie Lennon:
  A novel approach for selecting combination clinical markers of pathology applied to a large retrospective cohort of surgically resected pancreatic cysts. 145-152
• 
  Michelle M. Kelly, Peter Hoonakker, Shannon M. Dean:
  Using an inpatient portal to engage families in pediatric hospital care. 153-161
• 
  Pedro L. Teixeira, Wei-Qi Wei, Robert M. Cronin, Huan Mo, Jacob P. VanHouten, Robert J. Carroll, Eric LaRose, Lisa Bastarache, S. Trent Rosenbloom, Todd L. Edwards, Dan M. Roden, Thomas A. Lasko, Richard A. Dart, Anne M. Nikolai, Peggy L. Peissig, Joshua C. Denny:
  Evaluating electronic health record data sources and algorithmic approaches to identify hypertensive individuals. 162-171

Brief Communication

• 
  Andrew A. White, Christy M. McKinney, Noah G. Hoffman, Paul R. Sutton:
  Optimizing vitamin D naming conventions in computerized order entry to support high-value care. 172-175
• 
  Benjamin Alan Goldstein, Michael J. Pencina, Maria E. Montez-Rath, Wolfgang C. Winkelmayer:
  Predicting mortality over different time horizons: which data elements are needed? 176-181

Perspectives

• 
  Kathrin M. Cresswell, David W. Bates, Aziz Sheikh:
  Ten key considerations for the successful optimization of large-scale health information technology. 182-187
• 
  Adam Wright, Skye Aaron, Dean F. Sittig:
  Testing electronic health records in the "production" environment: an essential step in the journey to a safe and effective health care system. 188-192
• 
  Scott D. Nelson, John Poikonen, Thomas J. Reese, David El Halta, Charlene R. Weir:
  The pharmacist and the EHR. 193-197

Reviews

• 
  Benjamin Alan Goldstein, Ann Marie Navar, Michael J. Pencina, John P. A. Ioannidis:
  Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. 198-208
• 
  Normaliza Ab Malik, Jiaguan Zhang, Otto Lok Tao Lam, Lijian Jin, Colman McGrath:
  Effectiveness of computer-aided learning in oral health among patients and caregivers: a systematic review. 209-217
• 
  Marc A. Ellsworth, Mikhail A. Dziadzko, John C. O'Horo, Ann Farrell, Jiajie Zhang, Vitaly Herasevich:
  An appraisal of published usability evaluations of electronic health records via systematic review. 218-226
• 
  Sophie Marien, Bruno Krug, Anne Spinewine:
  Electronic tools to support medication reconciliation: a systematic review. 227-240

Messages from AMIA

• 
  Douglas B. Fridsma:
  Charting a path for our members. 241-242

Volume 24, Number 2, March 2017

Highlights

• 
  Lucila Ohno-Machado:
  Health information technology and patient safety. 243

Special Focus on Safety

• 
  Enrico W. Coiera, Farah Magrabi, Jan L. Talmon:
  Engineering technology resilience through informatics safety science. 244-245
• 
  Mi Ok Kim, Enrico W. Coiera, Farah Magrabi:
  Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review. 246-250
• 
  Shailaja Menon, Hardeep Singh, Traber Davis Giardina, William L. Rayburn, Brenda P. Davis, Elise M. Russo, Dean F. Sittig:
  Safety huddles to proactively identify and address electronic health record safety. 261-267
• 
  Juan D. Chaparro, David C. Classen, Melissa Danforth, David C. Stockwell, Christopher A. Longhurst:
  National trends in safety performance of electronic health record systems in children's hospitals. 268-274

Research and Applications

• 
  Philip Zazove, Michael McKee, Lauren Schleicher, Lee Green, Paul Kileny, Mary Rapai, Elie Mulhem:
  To act or not to act: responses to electronic health record prompts by family medicine clinicians. 275-280
• 
  Gordon D. Schiff, Lynn A. Volk, Mayya Volodarskaya, Deborah H. Williams, Lake Walsh, Sara G. Myers, David W. Bates, Ronen Rozenblum:
  Screening for medication errors using an outlier detection system. 281-287
• 
  Gayle Shier Kricke, Matthew B. Carson, Young Ji Lee, Corrine M. Benacka, R. Kannan Mutharasan, Faraz S. Ahmad, Preeti Kansal, Clyde W. Yancy, Allen S. Anderson, Nicholas D. Soulakis:
  Leveraging electronic health record documentation for Failure Mode and Effects Analysis team identification. 288-294
• 
  Eric S. Kirkendall, Michal Kouril, Judith W. Dexheimer, Joshua D. Courter, Philip Hagedorn, Rhonda Szczesniak, Dan Li, Rahul Damania, Thomas Minich, Stephen Andrew Spooner:
  Automated identification of antibiotic overdoses and adverse drug events via analysis of prescribing alerts and medication administration records. 295-302
• 
  Ann M. Lyons, Katherine A. Sward, Vikrant G. Deshmukh, Marjorie A. Pett, Gary W. Donaldson, James Turnbull:
  Impact of computerized provider order entry (CPOE) on length of stay and mortality. 303-309
• 
  Jennifer L. Hefner, Timothy R. Huerta, Ann Scheck McAlearney, Barbara Barash, Tina Latimer, Susan D. Moffatt-Bruce:
  Navigating a ship with a broken compass: evaluating standard algorithms to measure patient safety. 310-315
• 
  Mary G. Amato, Alejandra Salazar, Thu-Trang T. Hickman, Arbor J. L. Quist, Lynn A. Volk, Adam Wright, Dustin McEvoy, William L. Galanter, Ross Koppel, Beverly Loudin, Jason S. Adelman, John D. McGreevey, David H. Smith, David W. Bates, Gordon D. Schiff:
  Computerized prescriber order entry-related patient safety reports: analysis of 2522 medication errors. 316-322
• 
  Alexandre Caron, Emmanuel Chazard, Joris Muller, Renaud Perichon, Laurie Ferret, Vassilis Koutkias, Régis Beuscart, Jean-Baptiste Beuscart, Grégoire Ficheur:
  IT-CARES: an interactive tool for case-crossover analyses of electronic medical records for patient safety. 323-330
• 
  Dustin McEvoy, Dean F. Sittig, Thu-Trang T. Hickman, Skye Aaron, Angela Ai, Mary G. Amato, David W. Bauer, Greg Fraser, Jeremy Harper, Angela Kennemer, Michael Krall, Christoph U. Lehmann, Sameer Malhotra, Daniel R. Murphy, Brandi O'Kelley, Lipika Samal, Richard Schreiber, Hardeep Singh, Eric J. Thomas, Carl V. Vartian, Jennifer Westmorland, Allison B. McCoy, Adam Wright:
  Variation in high-priority drug-drug interaction alerts across institutions and electronic health records. 331-338
• 
  Shirley V. Wang, James R. Rogers, Yinzhu Jin, David W. Bates, Michael A. Fischer:
  Use of electronic healthcare records to identify complex patients with atrial fibrillation for targeted intervention. 339-344
• 
  Erika G. Martin, Grace M. Begany:
  Opening government health data to the public: benefits, challenges, and lessons learned from early innovators. 345-351
• 
  José Tomás Prieto, Clara Zuleta, Jorge Tulio Rodríguez:
  Modeling and testing maternal and newborn care mHealth interventions: a pilot impact evaluation and follow-up qualitative study in Guatemala. 352-360
• 
  Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun:
  Using recurrent neural network models for early detection of heart failure onset. 361-370
• 
  Jennifer Zelmer, Elettra Ronchi, Hannele Hyppönen, Francisco Lupiáñez-Villanueva, Cristiano Codagnone, Christian Nøhr, Ursula Hübner, Anne Fazzalari, Julia Adler-Milstein:
  International health IT benchmarking: learning from cross-country comparisons. 371-379
• 
  Hyeoneui Kim, Elizabeth A. Bell, Jihoon Kim, Amy M. Sitapati, Joe Ramsdell, Claudiu Farcas, Dexter Friedman, Stephanie Feudjio Feupe, Lucila Ohno-Machado:
  iCONCUR: informed consent for clinical data and bio-sample use for research. 380-387

Case Report

• 
  Yolanda F. Darlington, Alexey Naumov, Apollo McOwiti, Wasula H. Kankanamge, Lauren B. Becnel, Neil J. McKenna:
  Improving the discoverability, accessibility, and citability of omics datasets: a case report. 388-393

Brief Communication

• 
  David M. Levine, Michael J. Healey, Adam Wright, David W. Bates, Jeffrey A. Linder, Lipika Samal:
  Changes in the quality of care during progress from stage 1 to stage 2 of Meaningful Use. 394-397
• 
  Kavishwar B. Wagholikar, Joshua C. Mandel, Jeffrey G. Klann, Nich Wattanasin, Michael Mendis, Christopher G. Chute, Kenneth D. Mandl, Shawn N. Murphy:
  SMART-on-FHIR implemented over i2b2. 398-402
• 
  Jacqueline Tunnecliff, John Weiner, James E. Gaida, Jennifer L. Keating, Prue Morgan, Dragan Ilic, Lyn Clearihan, David Davies, Sivalal Sadasivan, Patitapaban Mohanty, Shankar Ganesh, John Reynolds, Stephen Maloney:
  Translating evidence to practice in the health professions: a randomized trial of Twitter vs Facebook. 403-408

Perspective

• 
  Melissa T. Baysari, Amina Tariq, Richard O. Day, Johanna I. Westbrook:
  Alert override as a habitual behavior - a new perspective on a persistent problem. 409-412

Review

• 
  Mirela Prgomet, Ling Li, Zahra Niazkhani, Andrew Georgiou, Johanna I. Westbrook:
  Impact of commercial computerized provider order entry (CPOE) and clinical decision support systems (CDSSs) on medication errors, length of stay, and mortality in intensive care units: a systematic review and meta-analysis. 413-422
• 
  David Lyell, Enrico W. Coiera:
  Automation bias and verification complexity: a systematic review. 423-431
• 
  Clare L. Brown, Helen L. Mulcaster, Katherine L. Triffitt, Dean F. Sittig, Joan S. Ash, Katie Reygate, Andrew K. Husband, David W. Bates, Sarah P. Slight:
  A systematic review of the types and causes of prescribing errors generated from using computerized provider order entry systems in primary and secondary care. 432-440
• 
  Karen Dunn Lopez, Sheila M. Gephart, Rebecca Raszewski, Vanessa Sousa, Lauren E. Shehorn, Joanna Abraham:
  Integrative review of clinical decision support for registered nurses in acute care settings. 441-450
• 
  Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Suzanne Bakken, Noémie Elhadad:
  Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact. 451-459
• 
  David A. Cook, Miguel Teixeira, Bret S. E. Heale, James J. Cimino, Guilherme Del Fiol:
  Context-sensitive decision support (infobuttons) in electronic health records: a systematic review. 460-468

Messages from AMIA

• 
  Thomas H. Payne, Douglas B. Fridsma:
  Why informatics? Discovering health insights. Accelerating health care transformation. 469-470

Volume 24, Number e1, April 2017

Highlights

• 
  Lucila Ohno-Machado:
  Electronic health records: usability and utilization by health care providers and patients. e1

Research and Applications

• 
  Vin Shen Ban, Christopher J. Madden, Travis Browning, Ellen O'Connell, Bradley F. Marple, Brett A. Moran:
  A novel use of the discrete templated notes within an electronic health record software to monitor resident supervision. e2-e8
• 
  Sarah A. Collins, Ronen Rozenblum, Waiyin Leung, Constance R. C. Morrison, Diana L. Stade, Kelly McNally, Patricia Q. Bourie, Anthony F. Massaro, Seth Bokser, Cindy Dwyer, Ryan Greysen, Priyanka Agarwal, Kevin R. Thornton, Anuj K. Dalal:
  Acute care patient portals: a qualitative study of stakeholder perspectives on current practices. e9-e17
• 
  Kiara K. Spooner, Jason L. Salemi, Hamisu M. Salihu, Roger J. Zoorob:
  eHealth patient-provider communication in the United States: interest, inequalities, and predictors. e18-e27
• 
  Annemarie Hirsch, James B. Jones, Virginia R. Lerch, Xiaoqin Tang, Andrea Berger, Deserae Clarke, Walter F. Stewart:
  The electronic health record audit file: the patient is waiting. e28-e34
• 
  Raj M. Ratwani, A. Zachary Hettinger, Allison Kosydar, Rollin J. Fairbanks, Michael L. Hodgkins:
  A framework for evaluating electronic health record vendor user-centered design and usability testing processes. e35-e39
• 
  Stéphane M. Meystre, Youngjun Kim, Glenn T. Gobbel, Michael E. Matheny, Andrew Redd, Bruce E. Bray, Jennifer H. Garvin:
  Congestive heart failure information extraction framework for automated treatment performance measures assessment. e40-e46
• 
  Lina Tieu, Dean Schillinger, Urmimala Sarkar, Mekhala Hoskote, Kenneth J. Hahn, Neda Ratanawongsa, James D. Ralston, Courtney R. Lyles:
  Online patient websites for electronic health record access among vulnerable populations: portals to nowhere? e47-e54
• 
  Reza Khajouei, Misagh Zahiri Esfahani, Yunes Jahani:
  Comparison of heuristic and cognitive walkthrough usability evaluation methods for evaluating health information systems. e55-e60
• 
  Alex D. Federman, Angela Sanchez-Munoz, Lina Jandorf, Christopher Salmon, Michael S. Wolf, Joseph L. Kannry:
  Patient and clinician perspectives on the outpatient after-visit summary: a qualitative study to inform improvements in visit summary design. e61-e68
• 
  Aude Motulsky, Jenna Wong, Jean-Pierre Cordeau, Jorge Pomalaza, Jeffrey Barkun, Robyn Tamblyn:
  Using mobile devices for inpatient rounding and handoffs: an innovative application developed and rapidly adopted by clinicians in a pediatric hospital. e69-e78
• 
  Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Lulu Wang, Carmelo Blanquicett, Ergin Soysal, Jun Xu, Hua Xu:
  A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD). e79-e86
• 
  Chad D. Meyerhoefer, Susan A. Sherer, Mary E. Deily, Shin-Yi Chou, Lizhong Peng, Tianyan Hu, Marion Nihen, Michael Sheinberg, Donald L. Levick:
  A mixed methods study of clinical information availability in obstetric triage and prenatal offices. e87-e94
• 
  William V. Padula, Robert D. Gibbons, Peter J. Pronovost, Donald Hedeker, Manish K. Mishra, Mary B. Makic, John F. P. Bridges, Heidi L. Wald, Robert Valuck, Adam J. Ginensky, Anthony Ursitti, Laura Ruth Venable, Ziv Epstein, David O. Meltzer:
  Using clinical data to predict high-cost performance coding issues associated with pressure ulcers: a multilevel cohort model. e95-e102
• 
  Jordan Everson, Keith E. Kocher, Julia Adler-Milstein:
  Health information exchange associated with improved emergency department care through faster accessing of patient information from outside organizations. e103-e110
• 
  You Chen, Nancy M. Lorenzi, Warren S. Sandberg, Kelly Wolgast, Bradley A. Malin:
  Identifying collaborative care teams through electronic medical record utilization patterns. e111-e120
• 
  Susan E. Spratt, Katherine Pereira, Bradi B. Granger, Bryan C. Batch, Matthew Phelan, Michael J. Pencina, Marie Lynn Miranda, L. Ebony Boulware, Joseph E. Lucas, Charlotte L. Nelson, Benjamin Neely, Benjamin Alan Goldstein, Pamela Barth, Rachel L. Richesson, Isaretta L. Riley, Leonor Corsino, Eugenia R. McPeek Hinz, Shelley A. Rusincovitch, Jennifer Green, Anna Beth Barton, Carly Kelley, Kristen Hyland, Monica Tang, Amanda Elliott, Ewa Ruel, Alexander Clark, Melanie Mabrey, Kay Lyn Morrissey, Jyothi Rao, Beatrice Hong, Marjorie Pierre-Louis, Katherine Kelly, Nicole E. Jelesoff:
  Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus. e121-e128
• 
  Pamala A. Pawloski, Avis J. Thomas, Sheryl Kane, Gabriela Vazquez-Benitez, Gary R. Shapiro, Gary H. Lyman:
  Predicting neutropenia risk in patients with cancer using electronic data. e129-e135
• 
  Jennifer L. Guthrie, David C. Alexander, Alex Marchand-Austin, Karen Lam, Michael Whelan, Brenda Lee, Colin D. Furness, Elizabeth Rea, Rebecca Stuart, Julia Lechner, Monali Varia, Jennifer Mclean, Frances B. Jamieson:
  Technology and tuberculosis control: the OUT-TB Web experience. e136-e142
• 
  Sheng Yu, Abhishek Chakrabortty, Katherine P. Liao, Tianrun A. Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Tianxi Cai:
  Surrogate-assisted feature extraction for high-throughput phenotyping. e143-e149
• 
  Mark Aaron Unruh, Hye-Young Jung, Rainu Kaushal, Joshua R. Vest:
  Hospitalization event notifications and reductions in readmissions of Medicare fee-for-service beneficiaries in the Bronx, New York. e150-e156

Case Reports

• 
  David A. Hanauer, Greta L. Branford, Grant Greenberg, Sharon Kileny, Mick P. Couper, Kai Zheng, Sung Won Choi:
  Two-year longitudinal assessment of physicians' perceptions after replacement of a longstanding homegrown electronic health record: does a J-curve of satisfaction really exist? e157-e165
• 
  Jennifer L. Wolff, Jonathan D. Darer, Andrea Berger, Deserae Clarke, Jamie A. Green, Rebecca Stametz, Tom Delbanco, Jan Walker:
  Inviting patients and care partners to read doctors' notes: OpenNotes and shared access to electronic medical records. e166-e172

Brief Communications

• 
  Sue Peacock, Ashok Reddy, Suzanne G. Leveille, Jan Walker, Thomas H. Payne, Natalia Oster, Joann G. Elmore:
  Patient portals and personal health information online: perception, access, and use by US adults. e173-e177
• 
  Anuj K. Dalal, Jeffrey L. Schnipper, Anthony F. Massaro, John Hanna, Eli Mlaver, Kelly McNally, Diana L. Stade, Constance R. C. Morrison, David W. Bates:
  A web-based and mobile patient-centered ''microblog'' messaging platform to improve care team communication in acute care. e178-e184

Perspectives

• 
  Kirk Roberts, Mary Regina Boland, Lisiane Pruinelli, Jina J. Dcruz, Andrew B. L. Berry, Mattias Georgsson, Rebecca Hazen, Raymond Francis Sarmiento, Uba Backonja, Kun-Hsing Yu, Yun Jiang, Patricia Flatley Brennan:
  Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics. e185-e190
• 
  Raj M. Ratwani, A. Zachary Hettinger, Rollin J. Fairbanks:
  Barriers to comparing the usability of electronic health records. e191-e193

Reviews

• 
  Rifqah A. Roomaney, Victoria Pillay-van Wyk, Oluwatoyin F. Awotiwon, Edward Nicol, Jané D. Joubert, Debbie Bradshaw, Lyn A. Hanmer:
  Availability and quality of routine morbidity data: review of studies in South Africa. e194-e206
• 
  Minal R. Patel, Jennifer Vichich, Ian Lang, Jessica Lin, Kai Zheng:
  Developing an evidence base of best practices for integrating computerized systems into the exam room: a systematic review. e207-e215

Erratum

• 
  Erratum. e216

Volume 24, Number 3, May 2017

Highlights

• 
  Lucila Ohno-Machado:
  Advancing healthcare and biomedical research via new data-driven approaches. 471

Research and Applications

• 
  Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman:
  Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets. 472-480
• 
  Ahmed Allam, Peter Johannes Schulz, Michael Krauthammer:
  Toward automated assessment of health Web page quality using the DISCERN instrument. 481-487
• 
  Mike Wu, Marzyeh Ghassemi, Mengling Feng, Leo A. Celi, Peter Szolovits, Finale Doshi-Velez:
  Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database. 488-495
• 
  Chandler McClellan, Mir M. Ali, Ryan Mutter, Larry Kroutil, Justin Landwehr:
  Using social media to monitor mental health discussions - evidence from Twitter. 496-502
• 
  Jill Boylston Herndon, Krishna Aravamudhan, Ronald L. Stephenson, Ryan Brandon, Jesley Ruff, Frank Catalanotto, Huong Le:
  Using a stakeholder-engaged approach to develop and validate electronic clinical quality measures. 503-512
• 
  Linda Huang, Helen Fernandes, Hamid Zia, Peyman Tavassoli, Hanna Rennert, David Pisapia, Marcin Imielinski, Andrea Sboner, Mark A. Rubin, Michael Kluk, Olivier Elemento:
  The cancer precision medicine knowledge base for structured clinical-grade mutations and interpretations. 513-519
• 
  Brian J. Zikmund-Fisher, Aaron M. Scherer, Holly O. Witteman, Jacob Solomon, Nicole L. Exe, Beth Tarini, Angela Fagerlin:
  Graphics help patients distinguish between urgent and non-urgent deviations in laboratory test results. 520-528
• 
  Domino Determann, Mattijs S. Lambooij, Dorte Gyrd-Hansen, Esther W. de Bekker-Grob, Ewout W. Steyerberg, Marcel Heldoorn, Line Bjørnskov Pedersen, G. Ardine de Wit:
  Personal health records in the Netherlands: potential user preferences quantified by a discrete choice experiment. 529-536
• 
  Dmitry Khodyakov, Sean Grant, Daniella Meeker, Marika Booth, Nathaly Pacheco-Santivanez, Katherine K. Kim:
  Comparative analysis of stakeholder experiences with an online approach to prioritizing patient-centered research topics. 537-543
• 
  Christine M. O'Keefe, Mark Westcott, Maree O'Sullivan, Adrien Ickowicz, Tim Churches:
  Anonymization for outputs of population health and health services research conducted via an online data center. 544-549
• 
  Dipanjan Banerjee, Christine Thompson, Charlene Kell, Rajesh Shetty, Yohan Vetteth, Helene Grossman, Aria DiBiase, Michael Fowler:
  An informatics-based approach to reducing heart failure all-cause readmissions: the Stanford heart failure dashboard. 550-555
• 
  Adeeb Noor, Abdullah Assiri, Serkan Ayvaz, Connor Clark, Michel Dumontier:
  Drug-drug interaction discovery and demystification using Semantic Web technologies. 556-564
• 
  Yen S. Low, Aaron C. Daugherty, Elizabeth A. Schroeder, William Chen, Tina Seto, Susan C. Weber, Michael Lim, Trevor Hastie, Maya Mathur, Manisha Desai, Carl Farrington, Andrew A. Radin, Marina Sirota, Pragati Kenkare, Caroline A. Thompson, Peter P. Yu, Scarlett L. Gomez, George W. Sledge, Allison W. Kurian, Nigam H. Shah:
  Synergistic drug combinations from electronic health records and gene expression. 565-576
• 
  Dokyoon Kim, Ruowang Li, Anastasia Lucas, Shefali S. Verma, Scott M. Dudek, Marylyn D. Ritchie:
  Using knowledge-driven genomic interactions for multi-omics data analysis: metadimensional models for predicting clinical outcomes in ovarian carcinoma. 577-587
• 
  François Delon, Aurélie Mayet, Marc Thellier, Eric Kendjo, Rémy Michel, Lénaïck Ollivier, Gilles Chatellier, Guillaume Desjeux:
  Assessment of the French National Health Insurance Information System as a tool for epidemiological surveillance of malaria. 588-595
• 
  Franck Dernoncourt, Ji Young Lee, Özlem Uzuner, Peter Szolovits:
  De-identification of patient notes with recurrent neural networks. 596-606

Case Report

• 
  Nicolas Garcelon, Antoine Neuraz, Vincent Benoit, Rémi Salomon, Anita Burgun:
  Improving a full-text search engine: the importance of negation detection and family history context to identify cases in a biomedical data warehouse. 607-613

Brief Communication

• 
  Adam S. Brown, Chirag J. Patel:
  MeSHDD: Literature-based drug-drug similarity for drug repositioning. 614-618

Reviews

• 
  Chi Yan Hui, Robert Walton, Brian McKinstry, Tracy Jackson, Richard Parker, Hilary Pinnock:
  The use of mobile applications to support self-management for people with asthma: a systematic review of controlled studies to identify features associated with clinical effectiveness and adherence. 619-632
• 
  Aizhan Tursunbayeva, Raluca Bunduchi, Massimo Franco, Claudia Pagliari:
  Human resource information systems in health care: a systematic evidence review. 633-654
• 
  Paula Bennett, Nicholas R. Hardiker:
  The use of computerized clinical decision support systems in emergency care: a substantive review of the literature. 655-668
• 
  Verughese Jacob, Anilkrishna B. Thota, Sajal K. Chattopadhyay, Gibril J. Njie, Krista K. Proia, David P. Hopkins, Murray N. Ross, Nicolaas P. Pronk, John M. Clymer:
  Cost and economic benefit of clinical decision support systems for cardiovascular disease prevention: a community guide systematic review. 669-676

Messages from AMIA

• 
  Douglas B. Fridsma:
  Developing the health informatics workforce of the future: academic and industry partners. 677-678

Volume 24, Number 4, July 2017

Highlights

• 
  Lucila Ohno-Machado:
  Education of informatics professionals and development of electronic information resources for clinicians, patients, health scientists, and study participants. 679

Research and Applications

• 
  Rupa S. Valdez, Thomas M. Guterbock, Kara Fitzgibbon, Ishan C. Williams, Claire A. Wellbeloved-Stone, Jaime E. Bears, Hannah Menefee:
  From loquacious to reticent: understanding patient health information communication to guide consumer health IT design. 680-696
• 
  Sue-Hyun Lee, Jiyeob Choi, Hun-Sung Kim, Grace Juyun Kim, Kye Hwa Lee, Chan Hee Park, Jongsoo Han, Dukyong Yoon, Man Young Park, Rae Woong Park, Hye-Ryun Kang, Ju Han Kim:
  Standard-based comprehensive detection of adverse drug reaction signals from nursing statements and laboratory results in electronic health records. 697-708
• 
  Kenneth L. Abbott, Yen-Yi Ho, Jennifer Erickson:
  Automatic health record review to help prioritize gravely ill Social Security disability applicants. 709-716
• 
  David Wong, Timothy Bonnici, Julia Knight, Stephen Gerry, James Turton, Peter J. Watkinson:
  A ward-based time study of paper and electronic documentation for recording vital sign observations. 717-721
• 
  Nicola Fortune, Nicholas R. Hardiker, Gillian Strudwick:
  Embedding Nursing Interventions into the World Health Organization's International Classification of Health Interventions (ICHI). 722-728
• 
  Michael F. Furukawa, William D. Spector, M. Rhona Limcangco, William Encinosa:
  Meaningful use of health information technology and declines in in-hospital adverse drug events. 729-736
• 
  Meredith N. Zozus, Angel Lazarov, Leigh R. Smith, Tim E. Breen, Susan L. Krikorian, Patrick S. Zbyszewski, Shelly K. Knoll, Debra A. Jendrasek, Derek C. Perrin, Demetris N. Zambas, Tremaine B. Williams, Carl F. Pieper:
  Analysis of professional competencies for the clinical research data management profession: implications for training and professional certification. 737-745
• 
  Laura J. Faherty, Liisa Hantsoo, Dina Appleby, Mary D. Sammel, Ian M. Bennett, Douglas J. Wiebe:
  Movement patterns in women at risk for perinatal depression: use of a mood-monitoring mobile application in pregnancy. 746-753
• 
  David A. Cook, Kristi J. Sorensen, Jane A. Linderbaum, Laurie J. Pencille, Deborah J. Rhodes:
  Information needs of generalists and specialists using online best-practice algorithms to answer clinical questions. 754-761
• 
  Thomas George Kannampallil, Joanna Abraham, Anna Solotskaya, Sneha G. Philip, Bruce L. Lambert, Gordon D. Schiff, Adam Wright, William L. Galanter:
  Learning from errors: analysis of medication order voiding in CPOE systems. 762-768
• 
  Erica L. Savage, Rollin J. Fairbanks, Raj M. Ratwani:
  Are informed policies in place to promote safe and usable EHRs? A cross-industry comparison. 769-775
• 
  Andrew H. Felcher, Rachel Gold, David M. Mosen, Ashley B. Stoneburner:
  Decrease in unnecessary vitamin D testing using clinical decision support tools: making it harder to do the wrong thing. 776-780
• 
  Kevin Zhang, Dina Demner-Fushman:
  Automated classification of eligibility criteria in clinical trials to facilitate patient-trial matching for specific patient populations. 781-787
• 
  Licong Cui, Wei Zhu, Shiqiang Tao, James T. Case, Olivier Bodenreider, Guo-Qiang Zhang:
  Mining non-lattice subgraphs for detecting missing hierarchical relations and concepts in SNOMED CT. 788-798
• 
  Jean Louis Raisaro, Florian Tramèr, Zhanglong Ji, Diyue Bu, Yongan Zhao, W. Knox Carey, David D. Lloyd, Heidi Sofia, Dixie Baker, Paul Flicek, Suyash S. Shringarpure, Carlos D. Bustamante, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Haixu Tang, XiaoFeng Wang, Jean-Pierre Hubaux:
  Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. 799-805
• 
  Kin Wah Fung, Joan Kapusnik-Uner, Jean Cunningham, Stefanie Higby-Baker, Olivier Bodenreider:
  Comparison of three commercial knowledge bases for detection of drug-drug interactions in clinical decision support. 806-812
• 
  Anne Cocos, Alexander G. Fiks, Aaron J. Masino:
  Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts. 813-821
• 
  Katrina M. Romagnoli, Richard D. Boyce, Philip E. Empey, Yifan Ning, Solomon Adams, Harry Hochheiser:
  Design and evaluation of a pharmacogenomics information resource for pharmacists. 822-831

Case Report

• 
  Jennifer S. Singer, Eric M. Cheng, Kevin M. Baldwin, Michael A. Pfeffer, UCLA Health Physician Informaticist Committee:
  The UCLA Health Resident Informaticist Program - A Novel Clinical Informatics Training Program. 832-840

Brief Communications

• 
  Dina Demner-Fushman, Willie J. Rogers, Alan R. Aronson:
  MetaMap Lite: an evaluation of a new Java implementation of MetaMap. 841-844
• 
  Richard H. Epstein, Franklin Dexter:
  Development and validation of a structured query language implementation of the Elixhauser comorbidity index. 845-850
• 
  Jeffrey W. Pennington, Dean Karavite, Edward M. Krause, Jeffrey M. Miller, Barbara A. Bernhardt, Robert W. Grundmeier:
  Genomic decision support needs in pediatric primary care. 851-856

Reviews

• 
  Selena Davis, Abdul V. Roudsari, Rebecca Raworth, Karen L. Courtney, Lee MacKay:
  Shared decision-making using personal health record technology: a scoping review at the crossroads. 857-866
• 
  Adrienne O'Neil, Fiona Cocker, Patricia Rarau, Shaira Baptista, Mandy Cassimatis, C. Barr Taylor, Annie Y. S. Lau, Nitya Kanuri, Brian Oldenburg:
  Using digital interventions to improve the cardiometabolic health of populations: a meta-review of reporting quality. 867-879

Volume 24, Number 5, September 2017

Highlights

• 
  Lucila Ohno-Machado:
  Understanding and mitigating the digital divide in health care. 881

Research and Applications

• 
  Lauren B. Becnel, Smita Hastak, Wendy Ver Hoef, Robert P. Milius, MaryAnn Slack, Diane Wold, Michael L. Glickman, Boris Brodsky, Charles Jaffe, Rebecca Daniels Kush, Edward Helton:
  BRIDG: a domain information model for translational and clinical protocol-driven research. 882-890
• 
  Neelkamal Soares, Joseph Dewalle, Ben Marsh:
  Utilizing patient geographic information system data to plan telemedicine service locations. 891-896
• 
  Scott B. Morris, Mike Bass, Mirinae Lee, Richard E. Neapolitan:
  Advancing the efficiency and efficacy of patient reported outcomes with multivariate computer adaptive testing. 897-902
• 
  Sara Ackerman, Urmimala Sarkar, Lina Tieu, Margaret A. Handley, Dean Schillinger, Kenneth J. Hahn, Mekhala Hoskote, Gato Gourley, Courtney R. Lyles:
  Meaningful use in the safety net: a rapid ethnography of patient portal implementation at five community health centers in California. 903-912
• 
  Lichy Han, Robert Ball, Carol A. Pamer, Russ B. Altman, Scott Proestel:
  Development of an automated assessment tool for MedWatch reports in the FDA adverse event reporting system. 913-920
• 
  Jung Hun Ohn:
  The landscape of genetic susceptibility correlations among diseases and traits. 921-926
• 
  Adam T. Perzynski, Mary Joan Roach, Sarah Shick, Bill Callahan, Douglas Gunzler, Randall D. Cebul, David C. Kaelber, Anne Huml, John Daryl Thornton, Douglas Einstadter:
  Patient portals and broadband internet inequality. 927-932
• 
  Pallavi Ranade-Kharkar, Charlene R. Weir, Chuck Norlin, Sarah A. Collins, Lou Ann Scarton, Gina B. Baker, Damian Borbolla, Vanina Taliercio, Guilherme Del Fiol:
  Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN). 933-941
• 
  Stephanie L. Shimada, Beth Ann Petrakis, James A. Rothendler, Maryan Zirkle, Shibei Zhao, Hua Feng, Gemmae M. Fix, Mustafa Ozkaynak, Tracey Martin, Sharon A. Johnson, Bengisu Tulu, Howard S. Gordon, Steven R. Simon, Susan S. Woods:
  An analysis of patient-provider secure messaging at two Veterans Health Administration medical centers: message content and resolution through secure messaging. 942-949
• 
  Ola Spjuth, Andreas Karlsson, Mark Clements, Keith Humphreys, Emma Ivansson, Jim Dowling, Martin Eklund, Alexandra Jauhiainen, Kamila Czene, Henrik Gronberg, Pär Sparén, Fredrik Wiklund, Abbas Cheddad, þorgerður Pálsdóttir, Mattias Rantalainen, Linda Abrahamsson, Erwin Laure, Jan-Eric Litton, Juni Palmgren:
  E-Science technologies in a workflow for personalized medicine using cancer screening as a case study. 950-957

Case Reports

• 
  Richard Schreiber, Dean F. Sittig, Joan S. Ash, Adam Wright:
  Orders on file but no labs drawn: investigation of machine and human errors caused by an interface idiosyncrasy. 958-963
• 
  Lisa S. Rotenstein, Ankit Agarwal, Kelly O'Neil, Andrea Kelly, Maureen Keaty, Colleen Whitehouse, Barbara Kalinowski, Peter F. Orio, Neil W. Wagle, Neil E. Martin:
  Implementing patient-reported outcome surveys as part of routine care: lessons from an academic radiation oncology department. 964-968
• 
  Amy M. J. O'Shea, Mary S. Vaughan-Sarrazin, Boulos Nassar, Peter Cram, Lynelle Johnson, Robert Bonello, Ralph J. Panos, Heather S. Reisinger:
  Using electronic medical record notes to measure ICU telemedicine utilization. 969-974

Brief Communications

• 
  Aanand D. Naik, Molly J. Horstman, Linda T. Li, Michael K. Paasche-Orlow, Bryan Campbell, Whitney L. Mills, Levi I Herman, Daniel A. Anaya, Barbara W. Trautner, David H. Berger:
  User-centered design of discharge warnings tool for colorectal surgery patients. 975-980
• 
  Barbara B. Lambl, Nathan Kaufman, Janice Kurowski, W. O'Neill, Frederick Buckley Jr, Maureen Duram, Barbara Swartz, Duncan Phillips, Mitchell Rein, Marc Rubin:
  Does electronic stewardship work? 981-985
• 
  David S. Carrell, Robert E. Schoen, Daniel A. Leffler, Michele Morris, Sherri Rose, Andrew Baer, Seth D. Crockett, Rebecca Gourevitch, Katie M. Dean, Ateev Mehrotra:
  Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings. 986-991
• 
  Jason S. Adelman, Matthew A. Berger, Amisha Rai, William L. Galanter, Bruce L. Lambert, Gordon D. Schiff, David K. Vawdrey, Robert A. Green, Hojjat Salmasian, Ross Koppel, Clyde B. Schechter, Jo R. Applebaum, William N. Southern:
  A national survey assessing the number of records allowed open in electronic health records at hospitals and ambulatory sites. 992-995

Perspective

• 
  Rachel L. Richesson, Beverly Green, Reesa Laws, Jon Puro, Michael G. Kahn, Alan Bauck, Michelle Smerek, Erik G. Van Eaton, Meredith Nahm Zozus, W. Ed Hammond, Kari A. Stephens, Greg E. Simon:
  Pragmatic (trial) informatics: a perspective from the NIH Health Care Systems Research Collaboratory. 996-1001

Reviews

• 
  Hamed Abedtash, Richard J. Holden:
  Systematic review of the effectiveness of health-related behavioral interventions using portable activity sensing devices (PASDs). 1002-1013
• 
  Da Tao, Tieyan Wang, Tieshan Wang, Shuang Liu, Xingda Qu:
  Effects of consumer-oriented health information technologies in diabetes management over time: a systematic review and meta-analysis of randomized controlled trials. 1014-1023
• 
  Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone:
  Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. 1024-1035
• 
  Julia Adler-Milstein, Peter J. Embí, Blackford Middleton, Indra Neil Sarkar, Jeff Smith:
  Crossing the health IT chasm: considerations and policy recommendations to overcome current challenges and enable value-based care. 1036-1043

Volume 24, Number 6, November 2017

Highlights

• 
  Lucila Ohno-Machado:
  JAMIA is going green. 1045

Research and Applications

• 
  Jason Hostetter, James J. Morrison, Michael Morris, Jean Jeudy, Kenneth C. Wang, Eliot L. Siegel:
  Personalizing lung cancer risk prediction and imaging follow-up recommendations using the National Lung Screening Trial dataset. 1046-1051
• 
  Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Edward D. Siew, Michael E. Matheny:
  Calibration drift in regression and machine learning models for acute kidney injury. 1052-1061
• 
  Tian Kang, Shaodian Zhang, Youlan Tang, Gregory William Hruby, Alexander Rusanov, Noémie Elhadad, Chunhua Weng:
  EliIE: An open-source information extraction system for clinical trial eligibility criteria. 1062-1071
• 
  Ritu Khare, Levon Utidjian, Byron J. Ruth, Michael G. Kahn, Evanette Burrows, Keith Marsolo, Nandan Patibandla, Hanieh Razzaghi, Ryan Colvin, Daksha Ranade, Melody Kitzmiller, Daniel Eckrich, L. Charles Bailey:
  A longitudinal analysis of data quality in a large pediatric data research network. 1072-1079
• 
  Carrie Daymont, Michelle E. Ross, A. Russell Localio, Alexander G. Fiks, Richard Wasserman, Robert W. Grundmeier:
  Automated identification of implausible values in growth data from pediatric electronic health records. 1080-1087
• 
  Daniel M. Walker, Cynthia Sieck, Terri Menser, Timothy R. Huerta, Ann Scheck McAlearney:
  Information technology to support patient engagement: where do we stand and where can we go? 1088-1094
• 
  Kenneth S. Boockvar, William Ho, Jennifer Pruskowski, Katherine E. DiPalo, Jane J. Wong, Jessica Patel, Jonathan R. Nebeker, Rainu Kaushal, William Hung:
  Effect of health information exchange on recognition of medication discrepancies is interrupted when data charges are introduced: results of a cluster-randomized controlled trial. 1095-1101
• 
  Alvin D. Jeffery, Laurie L. Novak, Betsy Kennedy, Mary S. Dietrich, Lorraine C. Mion:
  Participatory design of probability-based decision support tools for in-hospital nurses. 1102-1110
• 
  Lipika Samal, John D. D'Amore, David W. Bates, Adam Wright:
  Implementation of a scalable, web-based, automated clinical decision support risk-prediction tool for chronic kidney disease using C-CDA and application programming interfaces. 1111-1115
• 
  Vincent Gardeux, Joanne Berghout, Ikbel Achour, A. Grant Schissler, Qike Li, Colleen Kenost, Jianrong Li, Yuan Shang, Anthony Bosco, Donald Saner, Marilyn J. Halonen, Daniel Jackson, Haiquan Li, Fernando D. Martinez, Yves A. Lussier:
  A genome-by-environment interaction classifier for precision medicine: personal transcriptome response to rhinovirus identifies children prone to asthma exacerbations. 1116-1126
• 
  Tobias Hodgson, Farah Magrabi, Enrico W. Coiera:
  Efficiency and safety of speech recognition for documentation in the electronic health record. 1127-1133
• 
  Griffin M. Weber, William G. Adams, Elmer V. Bernstam, Jonathan P. Bickel, Kathe P. Fox, Keith Marsolo, Vijay A. Raghavan, Alexander Turchin, Xiaobo Zhou, Shawn N. Murphy, Kenneth D. Mandl:
  Biases introduced by filtering electronic health records for patients with "complete data". 1134-1141
• 
  Julia Adler-Milstein, A Jay Holmgren, Peter Kralovec, Chantal Worzala, Talisha Searcy, Vaishali Patel:
  Electronic health record adoption in US hospitals: the emergence of a digital "advanced use" divide. 1142-1148

Case Report

• 
  Salim M. Saiyed, Peter Greco, Glenn Fernandes, David C. Kaelber:
  Optimizing drug-dose alerts using commercial software throughout an integrated health care system. 1149-1154

Brief Communications

• 
  Santosh Vijaykumar, Rianne Wally Meurzec, Karthikayen Jayasundar, Claudia Pagliari, Yohan Fernandopulle:
  What's buzzing on your feed? Health authorities' use of Facebook to combat Zika in Singapore. 1155-1159
• 
  III Alejandro Ochoa, Ken Kitayama, Sebastian Uijtdehaage, Michelle Vermillion, Michael Eaton, Felix Carpio, Martin Serota, Michael Hochman:
  Patient and provider perspectives on the potential value and use of a bilingual online patient portal in a Spanish-speaking safety-net population. 1160-1164
• 
  Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas:
  Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach. 1165-1168

Perspective

• 
  Stuart J. Nelson, Tudor I. Oprea, Oleg Ursu, Cristian Bologa, Amrapali Zaveri, Jayme Holmes, Jeremy J. Yang, Stephen L. Mathias, Subramani Mani, Mark S. Tuttle, Michel Dumontier:
  Formalizing drug indications on the road to therapeutic intent. 1169-1172

Reviews

• 
  Benjamin H. Slovis, Thomas Nahass, Hojjat Salmasian, Gilad J. Kuperman, David K. Vawdrey:
  Asynchronous automated electronic laboratory result notifications: a systematic review. 1173-1183
• 
  Rajeswari Swaminathan, Yungui Huang, Caroline Astbury, Sara Fitzgerald-Butt, Katherine Miller, Justin Cole, Christopher W. Bartlett, Simon M. Lin:
  Clinical exome sequencing reports: current informatics practice and future opportunities. 1184-1191
• 
  Andrew Goldstein, Eric Venker, Chunhua Weng:
  Evidence appraisal: a scoping review, conceptual framework, and research agenda. 1192-1203
• 
  Chelsea Canan, Jennifer M. Polinski, G. Caleb Alexander, Mary K. Kowal, Troyen A. Brennan, William H. Shrank:
  Automatable algorithms to identify nonmedical opioid use using electronic data: a systematic review. 1204-1210
• 
  Tsung-Ting Kuo, Hyeon-Eui Kim, Lucila Ohno-Machado:
  Blockchain distributed ledger technologies for biomedical and health care applications. 1211-1220