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Journal of the American Medical Informatics Association, Volume 24
Volume 24, Number 1, January 2017
- Lucila Ohno-Machado:
Using health information technology for clinical decision support and predictive analytics. 1
- 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
- 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
- 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
- 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
- Douglas B. Fridsma:
Charting a path for our members. 241-242
Volume 24, Number 2, March 2017
- Lucila Ohno-Machado:
Health information technology and patient safety. 243
- 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
- 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
- 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
- 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
- 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
- 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
- Thomas H. Payne, Douglas B. Fridsma:
Why informatics? Discovering health insights. Accelerating health care transformation. 469-470
Volume 24, Number e1, April 2017
- Lucila Ohno-Machado:
Electronic health records: usability and utilization by health care providers and patients. e1
- 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
- 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
- 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
- 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
- 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. e216
Volume 24, Number 3, May 2017
- Lucila Ohno-Machado:
Advancing healthcare and biomedical research via new data-driven approaches. 471
- 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