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Journal of the American Medical Informatics Association, Volume 28
Volume 28, Number 1, January 2021
- Suzanne Bakken
:
The maturation of clinical research informatics as a subdomain of biomedical informatics. 1-2 - Khaled El Emam, Lucy Mosquera, Chaoyi Zheng:
Optimizing the synthesis of clinical trial data using sequential trees. 3-13 - Jae Hyun Kim
Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials. 14-22 - Grace Wang, Julia Wignall, Dylan Kinard, Vidhi Singh
An implementation model for managing cloud-based longitudinal care plans for children with medical complexity. 23-32 - Rumi Chunara
Telemedicine and healthcare disparities: a cohort study in a large healthcare system in New York City during COVID-19. 33-41 - Yejin Kim, Shuyu Zheng
Anticancer drug synergy prediction in understudied tissues using transfer learning. 42-51 - Jeremy J. Michel, Emilia J. Flores, Lauren Dutcher, Nikhil K. Mull
Translating an evidence-based clinical pathway into shareable CDS: developing a systematic process using publicly available tools. 52-61 - Gary Lin
Examining association between cohesion and diversity in collaboration networks of pharmaceutical clinical trials with drug approvals. 62-70 - Alyssa Long
The technology behind TB DEPOT: a novel public analytics platform integrating tuberculosis clinical, genomic, and radiological data for visual and statistical exploration. 71-79 - Ronilda Lacson, Laila Cochon, Patrick R. Ching
Integrity of clinical information in radiology reports documenting pulmonary nodules. 80-85 - Joanna Abraham
Risk factors associated with medication ordering errors. 86-94 - Lin Shen
Clinical decision support system, using expert consensus-derived logic and natural language processing, decreased sedation-type order errors for patients undergoing endoscopy. 95-103 - Tomasz Oliwa
Development of a predictive model for retention in HIV care using natural language processing of clinical notes. 104-112 - Jennifer Panich
Assessing automated product selection success rates in transmissions between electronic prescribing and community pharmacy platforms. 113-118 - Celeste Campos-Castillo, Denise L. Anthony:
Racial and ethnic differences in self-reported telehealth use during the COVID-19 pandemic: a secondary analysis of a US survey of internet users from late March. 119-125 - Sarah DeLozier, Peter Speltz, Jason Brito, Leigh Anne Tang, Janey Wang
Real-time clinical note monitoring to detect conditions for rapid follow-up: A case study of clinical trial enrollment in drug-induced torsades de pointes and Stevens-Johnson syndrome. 126-131 - Sarvesh Soni, Kirk Roberts
An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature. 132-137 - Alexander V. Alekseyenko
Each patient is a research biorepository: informatics-enabled research on surplus clinical specimens via the living BioBank. 138-143 - James R. Rogers
Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review. 144-154 - Rose Sisk
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. 155-166 - Peter J. Gates
How effective are electronic medication systems in reducing medication error rates and associated harm among hospital inpatients? A systematic review and meta-analysis. 167-176 - Bethany A. Van Dort
Optimizing clinical decision support alerts in electronic medical records: a systematic review of reported strategies adopted by hospitals. 177-183 - Vignesh Subbian
Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policy. 184-189 - Eliane Röösli
Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19. 190-192 - Yoshua Bengio, Daphne Ippolito, Richard Janda, Max Jarvie, Benjamin Prud'homme, Jean-Franois Rousseau, Abhinav Sharma, Yun William Yu
Inherent privacy limitations of decentralized contact tracing apps. 193-195 - Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study. 196
Volume 28, Number 2, February 2021
- Kim M. Unertl
Building on Diana Forsythe's legacy: the value of human experience and context in biomedical and health informatics. 197-208 - Uba Backonja
"There's a problem, now what's the solution?": suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners. 209-221 - Ari H. Pollack, Sonali R. Mishra, Calvin R. Apodaca, Maher Khelifi, Shefali Haldar, Wanda Pratt:
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital. 222-231 - Jennifer Y. Hong, Catherine H. Ivory, Courtney B. Vanhouten, Christopher L. Simpson, Laurie Lovett Novak
Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy. 232-238 - Sarah D. Fouquet, Laura Fitzmaurice, Y. Raymond Chan, Evan M. Palmer:
Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department. 239-248 - Jimmy Phuong
Information needs and priority use cases of population health researchers to improve preparedness for future hurricanes and floods. 249-260 - Christina Higa, Elizabeth J. Davidson, Joanne R. Loos
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management. 261-275 - Nicole S. Goedhart
Persistent inequitable design and implementation of patient portals for users at the margins. 276-283 - Chrysanthi Papoutsi
Putting the social back into sociotechnical: Case studies of co-design in digital health. 284-293 - Joan S. Ash
Safe use of the EHR by medical scribes: a qualitative study. 294-302 - Kristine D. Cantin-Garside, Maury A. Nussbaum
Understanding the experiences of self-injurious behavior in autism spectrum disorder: Implications for monitoring technology design. 303-310 - Raniah Aldekhyyel
What it means to be a woman in the field of biomedical informatics: exploring the lived experiences of women managers in the kingdom of Saudi Arabia. 311-321 - Anne M. Turner
Personal health information management among healthy older adults: Varying needs and approaches. 322-333 - Dawn Dowding
"A catalyst for action": Factors for implementing clinical risk prediction models of infection in home care settings. 334-341 - Gregory L. Alexander
An evaluation of telehealth expansion in U.S. nursing homes. 342-348 - Elaine C. Khoong
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system. 349-353 - Nyiramugisha K. Niyibizi, Candace D. Speight, Charlie Gregor, Yi-An Ko, Stephanie A. Kraft
Public attitudes toward an authorization for contact program for clinical research. 354-359 - Carlos Sáez
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset. 360-364 - Courtney R. Lyles
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting. 365-370 - Kea Turner, Ara Jo, Grace Wei
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey. 371-376 - Jon W. McKeeby, Christopher M. Siwy
Unveiling the silent threat among us: leveraging health information technology in the search for asymptomatic COVID 19 healthcare workers. 377-383 - Kim M. Unertl
Combatting human trafficking in the United States: how can medical informatics help? 384-388 - Rupa S. Valdez, Courtney C. Rogers
Ensuring full participation of people with disabilities in an era of telehealth. 389-392 - Subha Madhavan, Lisa Bastarache, Jeffrey S. Brown
Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers. 393-401 - Mustafa I. Hussain
A scoping review of qualitative research in JAMIA: past contributions and opportunities for future work. 402-413 - Tianrong Chen
Effects of technology-supported exercise programs on the knee pain, physical function, and quality of life of individuals with knee osteoarthritis and/or chronic knee pain: A systematic review and meta-analysis of randomized controlled trials. 414-423
Volume 28, Number 3, March 2021
- Suzanne Bakken
Biomedical and health informatics approaches remain essential for addressing the COVID-19 pandemic. 425-426 - Melissa A. Haendel, Christopher G. Chute, Tellen D. Bennett, David A. Eichmann
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment. 427-443 - Zhi Qiao, Austin Bae, Lucas M. Glass, Cao Xiao, Jimeng Sun
FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection. 444-452 - Jacqueline M. Ferguson
Virtual care expansion in the Veterans Health Administration during the COVID-19 pandemic: clinical services and patient characteristics associated with utilization. 453-462 - Farkhondeh Hassandoust
Individuals' privacy concerns and adoption of contact tracing mobile applications in a pandemic: A situational privacy calculus perspective. 463-471 - Xiang Gao
A Bayesian framework for estimating the risk ratio of hospitalization for people with comorbidity infected by SARS-CoV-2 virus. 472-476 - Keiko Yamashita, Shintaro Oyama
Smart hospital infrastructure: geomagnetic in-hospital medical worker tracking. 477-486 - Meera Subash
The emerging role of clinical informatics fellows in service learning during the COVID-19 pandemic. 487-493 - Siaw-Teng Liaw
A digital health profile & maturity assessment toolkit: cocreation and testing in the Pacific Islands. 494-503 - William Digan, Aurélie Névéol, Antoine Neuraz
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites. 504-515 - Denis Newman-Griffis
Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets. 516-532 - Andrew Zhang
An explainable machine learning platform for pyrazinamide resistance prediction and genetic feature identification of Mycobacterium tuberculosis. 533-540 - Filipe R. Lucini
Natural language processing to measure the frequency and mode of communication between healthcare professionals and family members of critically ill patients. 541-548 - Noam Barda
Addressing bias in prediction models by improving subpopulation calibration. 549-558 - Hossein Estiri
Generative transfer learning for measuring plausibility of EHR diagnosis records. 559-568 - Yadan Fan, Sicheng Zhou, Yifan Li, Rui Zhang
Deep learning approaches for extracting adverse events and indications of dietary supplements from clinical text. 569-577 - Amol A. Verma
Assessing the quality of clinical and administrative data extracted from hospitals: the General Medicine Inpatient Initiative (GEMINI) experience. 578-587 - Paul C. Tang, Sarah Miller, Harry Stavropoulos, Uri Kartoun, John Zambrano
Precision population analytics: population management at the point-of-care. 588-595 - Ziqi Zhang, Chao Yan
SynTEG: a framework for temporal structured electronic health data simulation. 596-604 - Jason M. Baron, Ketan Paranjape
Development of a "meta-model" to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support. 605-615 - Yingcheng Sun
The COVID-19 Trial Finder. 616-621 - Saurabh Rahurkar
Trends in user-initiated health information exchange in the inpatient, outpatient, and emergency settings. 622-627 - Jennifer R. Simpson, Chen-Tan Lin
Optimizing the electronic health record: An inpatient sprint addresses provider burnout and improves electronic health record satisfaction. 628-631 - Elaine C. Khoong
Impact of digitally acquired peer diagnostic input on diagnostic confidence in outpatient cases: A pragmatic randomized trial. 632-637 - Natasha Azzopardi-Muscat, Hans Henri P. Kluge, Samira Asma, David Novillo-Ortiz
A call to strengthen data in response to COVID-19 and beyond. 638-639 - Raheel Sayeed
A proposal for shoring up Federal Trade Commission protections for electronic health record-connected consumer apps under 21st Century Cures. 640-645 - Curtis L. Cole, Soumitra Sengupta, Sarah Collins Rossetti, David K. Vawdrey, Michael Halaas, Thomas M. Maddox, Geoff Gordon, Trushna Dave, Philip R. O. Payne
Ten principles for data sharing and commercialization. 646-649 - Elizabeth Montague, T. Eugene Day, Dwight Barry, Maria Brumm, Aaron McAdie, Andrew B. Cooper, Julia Wignall, Steve Erdman, Diahnna Núñez, Douglas Diekema
The case for information fiduciaries: The implementation of a data ethics checklist at Seattle Children's Hospital. 650-652 - Jessica M. Schwartz
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review. 653-663 - Justin F. Rousseau
Letter to the editor in response to "Risk prediction of delirium in hospitalized patients using machine learning: an implementation and prospective evaluation study". 664-665 - Stefanie Jauk
Reply to Rousseau and Tierney. 666-667 - Houcemeddine Turki
Enhancing filter-based parenthetic abbreviation extraction methods. 668-669 - Chris J. Lu
Proper filter usage to retrieve multiwords from the MEDLINE n-gram set: Reply to the Turki et al commentary "Enhancing filter-based parenthetic abbreviation extraction methods". 670 - Mohammad S. Jalali
Telemedicine, privacy, and information security in the age of COVID-19. 671-672 - Nathanael R. Fillmore
Corrigendum to: An Application to Support COVID-19 Occupational Health and Patient Tracking at a Veterans Affairs Medical Center. 673
Volume 28, Number 4, March 2021
- Suzanne Bakken
Patients and consumers (and the data they generate): an underutilized resource. 675-676 - Carolyn Petersen
Recommendations for the safe, effective use of adaptive CDS in the US healthcare system: an AMIA position paper. 677-684 - Barbara D. Lam
Speaking up about patient-perceived serious visit note errors: Patient and family experiences and recommendations. 685-694 - Robert M. Cronin
Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program. 695-703 - Anuj K. Dalal, Nicholas R. Piniella
Evaluation of electronic health record-integrated digital health tools to engage hospitalized patients in discharge preparation. 704-712 - Qingxiong Tan, Mang Ye
Importance-aware personalized learning for early risk prediction using static and dynamic health data. 713-726 - Jordan Everson, Vaishali Patel, Julia Adler-Milstein:
Information blocking remains prevalent at the start of 21st Century Cures Act: results from a survey of health information exchange organizations. 727-732 - Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. 733-743 - Stuart J. Nelson
A bottom-up approach to creating an ontology for medication indications. 753-758 - Wenyu Song, Min-Jeoung Kang, Linying Zhang
Predicting pressure injury using nursing assessment phenotypes and machine learning methods. 759-765 - Patricia L. Kavanagh, Francine Frater, Tamara Navarro, Peter Lavita, Rick Parrish
Optimizing a literature surveillance strategy to retrieve sound overall prognosis and risk assessment model papers. 766-771 - Hossein Estiri
High-throughput phenotyping with temporal sequences. 772-781 - Elizabeth McNeer, Cole Beck
Building longitudinal medication dose data using medication information extracted from clinical notes in electronic health records. 782-790 - Honghan Wu
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. 791-800 - Dhamanpreet Kaur
Application of Bayesian networks to generate synthetic health data. 801-811 - Tian Kang, Adler J. Perotte, Youlan Tang, Casey N. Ta, Chunhua Weng
UMLS-based data augmentation for natural language processing of clinical research literature. 812-823 - Laura Hollister-Meadows
Association between evidence-based training and clinician proficiency in electronic health record use. 824-831 - Suthida Suwanvecho, Harit Suwanrusme, Tanawat Jirakulaporn, Surasit Issarachai, Nimit Taechakraichana, Palita Lungchukiet, Wimolrat Decha, Wisanu Boonpakdee, Nittaya Thanakarn, Pattanawadee Wongrattananon, Anita M. Preininger
Comparison of an oncology clinical decision-support system's recommendations with actual treatment decisions. 832-838 - Brandon Lwowski, Anthony Rios
The risk of racial bias while tracking influenza-related content on social media using machine learning. 839-849 - Mollie McKillop, Brett R. South, Anita M. Preininger
Leveraging conversational technology to answer common COVID-19 questions. 850-855 - Suzanne Morrison Cox
The national landscape of culminating experiences in master's programs in health and biomedical informatics. 856-861 - Lorne W. Walker
Predicting outcomes in central venous catheter salvage in pediatric central line-associated bloodstream infection. 862-867 - Thomas M. Sutter
A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions. 868-873 - Bryan P. Bednarski, Akash Deep Singh, William M. Jones
On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic. 874-878 - Hanson Hsu, Peter W. Greenwald
Clinical informatics during the COVID-19 pandemic: Lessons learned and implications for emergency department and inpatient operations. 879-889 - Thomas P. Quinn
Trust and medical AI: the challenges we face and the expertise needed to overcome them. 890-894
Volume 28, Number 5, April 2021
- Eric G. Poon
Health information technology and clinician burnout: Current understanding, emerging solutions, and future directions. 895-898 - Michael G. Semanik, Peter C. Kleinschmidt, Adam Wright
Impact of a problem-oriented view on clinical data retrieval. 899-906 - Brian D. Tran
An interview study with medical scribes on how their work may alleviate clinician burnout through delegated health IT tasks. 907-914 - Yang Chen, Ruba Aljafari, Bo Xiao, Viswanath Venkatesh
Empowering physicians with health information technology: An empirical investigation in Chinese hospitals. 915-922 - Fatema Akbar
Physicians' electronic inbox work patterns and factors associated with high inbox work duration. 923-930 - Eli M. Lourie
Reducing electronic health record-related burnout in providers through a personalized efficiency improvement program. 931-937 - Lauren A. Peccoralo
The impact of time spent on the electronic health record after work and of clerical work on burnout among clinical faculty. 938-947 - Justin B. Starren
A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming? 948-954 - Sally L. Baxter
Measures of electronic health record use in outpatient settings across vendors. 955-959 - H. C. Eschenroeder Jr., Lauren C. Manzione
Associations of physician burnout with organizational electronic health record support and after-hours charting. 960-966 - Kevin B. Johnson, Michael J. Neuss
Electronic health records and clinician burnout: A story of three eras. 967-973 - Oliver T. Nguyen
A systematic review of contributing factors of and solutions to electronic health record-related impacts on physician well-being. 974-984 - Kelly J. Thomas Craig
The burden of the digital environment: a systematic review on organization-directed workplace interventions to mitigate physician burnout. 985-997 - Amanda J. Moy
Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review. 998-1008 - Qi Yan
Exploring the relationship between electronic health records and provider burnout: A systematic review. 1009-1021 - Andrew Gettinger, Teresa Zayas-Cabán:
HITECH to 21st century cures: clinician burden and evolving health IT policy. 1022-1025 - Pascale Carayon
Moving toward a sociotechnical systems approach to continuous health information technology design: the path forward for improving electronic health record usability and reducing clinician burnout. 1026-1028 - Aaron Z. Hettinger, Edward R. Melnick
Advancing electronic health record vendor usability maturity: Progress and next steps. 1029-1031 - Thomas George Kannampallil
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects. 1032-1037 - Michelle S. Lee, Vinod E. Nambudiri:
Electronic consultations and clinician burnout: An antidote to our emotional pandemic? 1038-1041 - Charlene R. Weir
Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout? 1042-1046 - Marc S. Williams:
Misdiagnosis: Burnout, moral injury, and implications for the electronic health record. 1047-1050 - Jiancheng Ye
The impact of electronic health record-integrated patient-generated health data on clinician burnout. 1051-1056 - Christine Dymek, Bryan Kim, Genevieve B. Melton
Building the evidence-base to reduce electronic health record-related clinician burden. 1057-1061
Volume 28, Number 6, June 2021
- Suzanne Bakken
Progress toward a science of learning systems for healthcare. 1063-1064 - Dennis H. Murphree
Improving the delivery of palliative care through predictive modeling and healthcare informatics. 1065-1073 - Ilona Leviatan
Associations of physicians' prescribing experience, work hours, and workload with prescription errors. 1074-1080 - Sonam N. Shah
Renal medication-related clinical decision support (CDS) alerts and overrides in the inpatient setting following implementation of a commercial electronic health record: implications for designing more effective alerts. 1081-1087 - David Scheinker
The design and evaluation of a novel algorithm for automated preference card optimization. 1088-1097 - Chungsoo Kim
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data. 1098-1107 - Michael Francis Gensheimer
Automated model versus treating physician for predicting survival time of patients with metastatic cancer. 1108-1116 - Nathaniel Hendrix
Artificial intelligence in breast cancer screening: primary care provider preferences. 1117-1124 - Lu He
Developing a standardized protocol for computational sentiment analysis research using health-related social media data. 1125-1134 - Qingyu Chen
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration. 1135-1148 - Kenneth Jung, Sehj Kashyap, Anand Avati, Stephanie Harman
A framework for making predictive models useful in practice. 1149-1158 - Matthew T. Patrick
Advancement in predicting interactions between drugs used to treat psoriasis and its comorbidities by integrating molecular and clinical resources. 1159-1167 - Bob Chen
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. 1168-1177 - Matthew T. MacLean, Qasim Jehangir
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank. 1178-1187 - Michael Roimi, Rom Gutman, Jonathan Somer, Asaf Ben Arie, Ido Calman, Yaron Bar-Lavie, Udi Gelbshtein, Sigal Liverant-Taub, Arnona Ziv, Danny Eytan
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study. 1188-1196 - Shantanu Ghosh
Deep propensity network using a sparse autoencoder for estimation of treatment effects. 1197-1206 - Santiago Romero-Brufau
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS). 1207-1215 - Murtaza Nasir, Nichalin S. Summerfield
Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment. 1216-1224 - Caroline A. Figueroa
Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions. 1225-1234 - Matt Docherty, Stephane A. Regnier
Development of a novel machine learning model to predict presence of nonalcoholic steatohepatitis. 1235-1241 - Sarah Collins Rossetti
Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. 1242-1251 - Anupama Gunshekar Cemballi
Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study. 1252-1258 - Karthik V. Sarma
Federated learning improves site performance in multicenter deep learning without data sharing. 1259-1264 - Alon Geva
A high-throughput phenotyping algorithm is portable from adult to pediatric populations. 1265-1269 - Ashley C. Griffin
Gender representation in U.S. biomedical informatics leadership and recognition. 1270-1274 - Jingqi Wang, Noor Abu-El-Rub, Josh Gray
COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. 1275-1283 - James R. Jones, Daniel Gottlieb, Joshua C. Mandel, Vladimir Ignatov, Alyssa Ellis, Wayne Kubick, Kenneth D. Mandl
A landscape survey of planned SMART/HL7 bulk FHIR data access API implementations and tools. 1284-1287 - Oliver T. Nguyen
Factors associated with nurse well-being in relation to electronic health record use: A systematic review. 1288-1297 - Myron Anthony Godinho
Toolkits for implementing and evaluating digital health: A systematic review of rigor and reporting. 1298-1307 - Kevin M. Overmann
Real-time locating systems to improve healthcare delivery: A systematic review. 1308-1317 - Martin Hensher, Paul Cooper, Sithara Wanni Arachchige Dona, Mary Rose Angeles
Scoping review: Development and assessment of evaluation frameworks of mobile health apps for recommendations to consumers. 1318-1329 - Alan H. Morris
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. 1330-1344 - Teresa Zayas-Cabán, Kevin J. Chaney, Courtney C. Rogers
Meeting the challenge: Health information technology's essential role in achieving precision medicine. 1345-1352 - Tina Hernandez-Boussard
Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions. 1353-1355 - Aviv Shachak
Social informatics is a poor choice of term: A response to Pantell et al. 1356-1357 - Matthew S. Pantell, Julia Adler-Milstein, Michael D. Wang, Aric A. Prather, Nancy E. Adler, Laura M. Gottlieb:
A reply to Shachak. 1358-1359
Volume 28, Number 7, July 2021
- Suzanne Bakken
Biomedical and health informatics continue to contribute to COVID-19 pandemic solutions and beyond. 1361-1362 - Brian E. Dixon
Leveraging data visualization and a statewide health information exchange to support COVID-19 surveillance and response: Application of public health informatics. 1363-1373 - Arash Barfar
Pattern discovery, validation, and online experiments: a methodology for discovering television shows for public health announcements. 1374-1382 - Edward R. Melnick
Characterizing physician EHR use with vendor derived data: a feasibility study and cross-sectional analysis. 1383-1392 - Jingcheng Du
Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning. 1393-1400 - Jeritt G. Thayer, Daria F. Ferro, Jeffrey M. Miller, Dean Karavite
Human-centered development of an electronic health record-embedded, interactive information visualization in the emergency department using fast healthcare interoperability resources. 1401-1410 - Jeffrey G. Klann
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. 1411-1420 - Patrick Wu
DDIWAS: High-throughput electronic health record-based screening of drug-drug interactions. 1421-1430 - Robin Williams, Aziz Sheikh, Bryony Dean Franklin, Marta Krasuska
Using Blueprints to promote interorganizational knowledge transfer in digital health initiatives - a qualitative exploration of a national change program in English hospitals. 1431-1439 - Wenjun He
Research Integrated Network of Systems (RINS): a virtual data warehouse for the acceleration of translational research. 1440-1450 - Nate C. Apathy
Practice and market factors associated with provider volume of health information exchange. 1451-1460 - Olga Kostopoulou
Can decision support combat incompleteness and bias in routine primary care data? 1461-1467 - Alison Callahan, Vladimir Polony, José D. Posada, Juan M. Banda
ACE: the Advanced Cohort Engine for searching longitudinal patient records. 1468-1479 - Victor Alfonso Rodriguez, Shreyas Bhave, Ruijun Chen
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients. 1480-1488 - Byungkon Kang, Jisang Yoon, Ha Young Kim, Sung Jin Jo, Yourim Lee, Hye Jin Kam
Deep-learning-based automated terminology mapping in OMOP-CDM. 1489-1496 - Ramit Sawhney, Harshit Joshi
Robust suicide risk assessment on social media via deep adversarial learning. 1497-1506 - Teresa B. Gibson
Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project. 1507-1517 - Jacqueline Vaughn
Seriously ill pediatric patient, parent, and clinician perspectives on visualizing symptom data. 1518-1525 - Taylor L. Watterson
CancelRx: a health IT tool to reduce medication discrepancies in the outpatient setting. 1526-1533 - John D. D'Amore, Laura McCrary, Jody Denson, Chun Li, Christopher J. Vitale, Priyaranjan Tokachichu, Dean F. Sittig
Clinical data sharing improves quality measurement and patient safety. 1534-1542 - Claire N. Umstead, Kim M. Unertl
Enabling adoption and use of new health information technology during implementation: Roles and strategies for internal and external support personnel. 1543-1547 - Francesco Mercaldo, Antonella Santone:
Transfer learning for mobile real-time face mask detection and localization. 1548-1554 - Stephen Malden
Utilizing health information technology in the treatment and management of patients during the COVID-19 pandemic: Lessons from international case study sites. 1555-1563 - Lu He
Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic. 1564-1573 - Dhruv Khullar
Public vs physician views of liability for artificial intelligence in health care. 1574-1577 - Rachel Ramoni, Molly Klote, Sumitra Muralidhar, Cynthia Brandt, Maya A. Bernstein, Benjamin H. McMahon, Daniel A. Jacobson, Amy C. Justice
COVID-19 Insights Partnership: Leveraging big data from the Department of Veterans Affairs and supercomputers at the Department of Energy under the public health authority. 1578-1581 - Joachim Roski, Ezekiel J. Maier, Kevin Vigilante, Elizabeth A. Kane, Michael E. Matheny
Enhancing trust in AI through industry self-governance. 1582-1590 - Siaw-Teng Liaw
Quality assessment of real-world data repositories across the data life cycle: A literature review. 1591-1599 - Tina Hernandez-Boussard, Matthew P. Lungren, Nigam Shah:
Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions. 1600 - Nate C. Apathy, Joshua R. Vest, Julia Adler-Milstein, Justin Blackburn, Brian E. Dixon, Christopher A. Harle:
Corrigendum to: Practice and market factors associated with provider volume of health information exchange. 1601
Volume 28, Number 8, July 2021
- Suzanne Bakken
Patient safety and quality of care: a key focus for clinical informatics. 1603-1604 - Leslie A. Lenert, Andrey V. Ilatovskiy, James Agnew, Patricia Rudisill, Jeff Jacobs, Duncan Weatherston, Kenneth R. Deans Jr.:
Automated production of research data marts from a canonical fast healthcare interoperability resource data repository: applications to COVID-19 research. 1605-1611 - Matthew A. Willis
Feeling better on hemodialysis: user-centered design requirements for promoting patient involvement in the prevention of treatment complications. 1612-1631 - Edward R. Melnick
The association between perceived electronic health record usability and professional burnout among US nurses. 1632-1641 - Oisin Fitzgerald
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU. 1642-1650 - Vasiliki Kougia
RTEX: A novel framework for ranking, tagging, and explanatory diagnostic captioning of radiography exams. 1651-1659 - Kexin Huang, Tamryn F. Gray
Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study. 1660-1666 - Yunfeng Shi, Alejandro Amill-Rosario
Barriers to using clinical decision support in ambulatory care: Do clinics in health systems fare better? 1667-1675 - Genna R. Cohen
Measuring time clinicians spend using EHRs in the inpatient setting: a national, mixed-methods study. 1676-1682 - Xinyu Dong, Jianyuan Deng
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning. 1683-1693 - Josephine Yates
Finding commonalities in rare diseases through the undiagnosed diseases network. 1694-1702 - Tian Kang, Ali Turfah
A neuro-symbolic method for understanding free-text medical evidence. 1703-1711 - Sophie-Camille Hogue, Flora Chen, Geneviève Brassard, Denis Lebel, Jean-François Bussières, Audrey Durand, Maxime Thibault:
Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders. 1712-1718 - Matthew Chun
Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults. 1719-1727 - Emily Franzosa
Perceptions of event notification following discharge to improve geriatric care: qualitative interviews of care team members from a 2-site cluster randomized trial. 1728-1735 - Yuval Barak-Corren, Isha Agarwal, Kenneth A. Michelson
Prediction of patient disposition: comparison of computer and human approaches and a proposed synthesis. 1736-1745 - Theodoros V. Giannouchos, Alva O. Ferdinand, Gurudev Ilangovan, Eric D. Ragan, William Benjamin Nowell, Hye-Chung Kum, Cason D. Schmit:
Identifying and prioritizing benefits and risks of using privacy-enhancing software through participatory design: a nominal group technique study with patients living with chronic conditions. 1746-1755 - Jiaxing Liu
Evaluating resampling methods and structured features to improve fall incident report identification by the severity level. 1756-1764 - Jihoon Kim
Privacy-protecting, reliable response data discovery using COVID-19 patient observations. 1765-1776 - Gang Liu
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process. 1777-1784 - Mark Connolly, Mary Kate Selling, Scott Cook
Development, implementation, and use of an "equity lens" integrated into an institutional quality scorecard. 1785-1790 - Chiedozie Udeh, Christina Canfield, Isaac Briskin, Aaron C. Hamilton:
Association between limiting the number of open records in a tele-critical care setting and retract-reorder errors. 1791-1795 - Howard R. Strasberg, Bryn Rhodes, Guilherme Del Fiol
Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources. 1796-1806 - Leslie A. Lenert, Wei Ding, Jeff Jacobs:
Informatics for public health and health system collaboration: Applications for the control of the current COVID-19 pandemic and the next one. 1807-1811
Volume 28, Number 9, August 2021
- Suzanne Bakken
Replication studies and diversity, equity, and inclusion strategies are critical to advance the impact of biomedical and health informatics. 1813-1814 - Enrico W. Coiera
Replication studies in the clinical decision support literature-frequency, fidelity, and impact. 1815-1825 - Eugene Y. Kim, Anne V. Grossestreuer, Charles Safran, Larry A. Nathanson, Steven Horng
A visual representation of microbiological culture data improves comprehension: a randomized controlled trial. 1826-1833 - Joao Francisco B. S. Martins, Erickson R. Nascimento
Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning. 1834-1842 - Martin Chieng Were
Comparative analysis of competency coverage within accredited master's in health informatics programs in the East African region. 1843-1848 - Pamela J. Surkan
A roadmap for cardiovascular care after release from incarceration: uses of a smartphone application. 1849-1857 - Laurie L. Novak
Design thinking in applied informatics: what can we learn from Project HealthDesign? 1858-1865 - Yuriy Pylypchuk, Wesley Barker, William Encinosa, Talisha Searcy:
Impact of the 2015 Health Information Technology Certification Edition on Interoperability among Hospitals. 1866-1873 - Peter J. Schüffler
Integrated digital pathology at scale: A solution for clinical diagnostics and cancer research at a large academic medical center. 1874-1884 - Lisiane Pruinelli
A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study. 1885-1891 - Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning
Biomedical and clinical English model packages for the Stanza Python NLP library. 1892-1899 - Amrapali Maitra
Using ethnographic methods to classify the human experience in medicine: a case study of the presence ontology. 1900-1909 - Lori Uscher-Pines, Jessica Sousa
Rising to the challenges of the pandemic: Telehealth innovations in U.S. emergency departments. 1910-1918 - Li Zhang
Aggregating large-scale databases for PubMed author name disambiguation. 1919-1927 - Andrea L. Hartzler
Comparison of women and men in biomedical informatics scientific dissemination: retrospective observational case study of the AMIA Annual Symposium: 2017-2020. 1928-1935 - Subhrajit Roy, Diana Mincu, Eric Loreaux, Anne Mottram, Ivan Protsyuk, Natalie Harris, Yuan Xue, Jessica Schrouff, Hugh Montgomery
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing. 1936-1946 - Nate C. Apathy
A decade post-HITECH: Critical access hospitals have electronic health records but struggle to keep up with other advanced functions. 1947-1954 - Li-heng Fu, Chris Knaplund, Kenrick Cato
Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events. 1955-1963 - Jingcheng Du
COVID-19 trial graph: a linked graph for COVID-19 clinical trials. 1964-1969 - Oliver J. Bear Don't Walk IV, Tony Y. Sun, Adler J. Perotte
Clinically relevant pretraining is all you need. 1970-1976 - Alexander J. Ryu
Practical development and operationalization of a 12-hour hospital census prediction algorithm. 1977-1981 - Serena O. Blacklow, Sarah Lisker, Madelena Y. Ng
Usability, inclusivity, and content evaluation of COVID-19 contact tracing apps in the United States. 1982-1989 - Sarah Alismail, Wallace Chipidza
Accessibility evaluation of COVID-19 vaccine registration websites across the United States. 1990-1995 - Sharon C. Perelman, Steven Erde, Lynda Torre, Tunaidi Ansari:
Rapid deployment of an algorithm to triage dental emergencies during COVID-19 pandemic. 1996-2001 - Ignacio Perez-Pozuelo, Dimitris Spathis
Digital phenotyping and sensitive health data: Implications for data governance. 2002-2008 - Rupa S. Valdez, Don E. Detmer, Philip E. Bourne, Katherine K. Kim
Informatics-enabled citizen science to advance health equity. 2009-2012 - Cheryl R. Clark
TechQuity is an imperative for health and technology business: Let's work together to achieve it. 2013-2016 - Eun Suk Chang
The use of SNOMED CT, 2013-2020: a literature review. 2017-2026 - Norina Gasteiger
Sticky apps, not sticky hands: A systematic review and content synthesis of hand hygiene mobile apps. 2027-2038 - James Scheibner
Benefits, challenges, and contributors to success for national eHealth systems implementation: a scoping review. 2039-2049 - Yi Guo
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review. 2050-2067
Volume 28, Number 10, September 2021
- Lukoye Atwoli
Call for emergency action to limit global temperature increases, restore biodiversity, and protect health. 2069-2071 - Suzanne Bakken
Climate change, security, privacy, and data sharing: Important areas for advocacy and informatics solutions. 2072-2073 - Gioacchino Tangari
Analyzing security issues of android mobile health and medical applications. 2074-2084 - Sung J. Choi
The relationship between cybersecurity ratings and the risk of hospital data breaches. 2085-2092 - Shun Liao, Jamie Kiros, Jiyang Chen, Zhaolei Zhang, Ting Chen:
Improving domain adaptation in de-identification of electronic health records through self-training. 2093-2100 - A Jay Holmgren, Masha Kuznetsova
Assessing hospital electronic health record vendor performance across publicly reported quality measures. 2101-2107 - Andriy Mulyar, Özlem Uzuner
MT-clinical BERT: scaling clinical information extraction with multitask learning. 2108-2115 - Yizhao Ni, Alycia Bachtel, Katie Nause, Sarah Beal:
Automated detection of substance use information from electronic health records for a pediatric population. 2116-2127 - Sabine N. van der Veer
Trading off accuracy and explainability in AI decision-making: findings from 2 citizens' juries. 2128-2138 - Anna Ostropolets
Data Consult Service: Can we use observational data to address immediate clinical needs? 2139-2146 - Brian Dreyfus
Application of natural language processing techniques to identify off-label drug usage from various online health communities. 2147-2154 - Heeyoung Kwak, Jooyoung Chang
Interpretable disease prediction using heterogeneous patient records with self-attentive fusion encoder. 2155-2164 - Ekaterina Anderson
Electronic consultations and economies of scale: a qualitative study of clinician perspectives on scaling up e-consult delivery. 2165-2175 - Mark S. Zocchi
Patient portal engagement and diabetes management among new portal users in the Veterans Health Administration. 2176-2183 - Arjun Magge, Elena Tutubalina
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter. 2184-2192 - Jianfu Li, Yujia Zhou
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition. 2193-2201 - Viralkumar Vaghani
Validation of an electronic trigger to measure missed diagnosis of stroke in emergency departments. 2202-2211 - Minh Nguyen
Machine learning for initial insulin estimation in hospitalized patients. 2212-2219 - Deliya B. Wesley, Joseph Blumenthal, Shrenikkumar Shah, Robin Littlejohn, Zoe Pruitt, Ram A. Dixit, Chun-Ju Hsiao, Christine Dymek, Raj M. Ratwani:
A novel application of SMART on FHIR architecture for interoperable and scalable integration of patient-reported outcome data with electronic health records. 2220-2225 - Sepheen C. Byron, Lindsey Roth, Ryan M. Acton, Angela Shen:
Harnessing electronic clinical data to report adult and prenatal immunization quality measures. 2226-2232 - Julie C. Lauffenburger
Impact of implementing electronic prior authorization on medication filling in an electronic health record system in a large healthcare system. 2233-2240 - Guoqian Jiang, Sanket S. Dhruva
Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report. 2241-2250 - Clair Blacketer
Increasing trust in real-world evidence through evaluation of observational data quality. 2251-2257 - Birju S. Patel
Learning decision thresholds for risk stratification models from aggregate clinician behavior. 2258-2264 - Rachel C. Sisodia, Jorge Alberto Rodriguez
Digital disparities: lessons learned from a patient reported outcomes program during the COVID-19 pandemic. 2265-2268 - Joseph Ficek
Differential privacy in health research: A scoping review. 2269-2276 - Sean P. Mikles
Health information technology to support cancer survivorship care planning: A systematic review. 2277-2286 - Mengqian Wang
A systematic review of automatic text summarization for biomedical literature and EHRs. 2287-2297 - William J. Gordon, Daniel Gottlieb, David A. Kreda, Joshua C. Mandel, Kenneth D. Mandl, Isaac S. Kohane:
Patient-led data sharing for clinical bioinformatics research: USCDI and beyond. 2298-2300 - Yohualli Balderas-Medina Anaya
Meeting them where they are on the web: addressing structural barriers for Latinos in telehealth care. 2301-2305 - John Torous, Sarah Lagan:
To the editor: New approaches toward actionable mobile health evaluation. 2306-2307 - Martin Hensher, Paul Cooper, Sithara Wanni Arachchige Dona, Mary Rose Angeles, Dieu Nguyen
To the Editor: Authors' response to "New approaches towards actionable mobile health evaluation" by John Torous and Sarah Lagan. 2308-2309
Volume 28, Number 11, October 2021
- Suzanne Bakken
Progress toward contextualized, persuasive, and integrated consumer information technologies for health. 2311-2312 - Jie Na, Nansu Zong, Chen Wang, David E. Midthun, Yuan Luo, Ping Yang, Guoqian Jiang:
Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench. 2313-2324 - Lawrence Bai
Computational drug repositioning of atorvastatin for ulcerative colitis. 2325-2335 - Jiannan Yang
GraphSynergy: a network-inspired deep learning model for anticancer drug combination prediction. 2336-2345 - Susan H. Fenton, Kathy L. Giannangelo
Preliminary study of patient safety and quality use cases for ICD-11 MMS. 2346-2353 - Peter D. Sottile, David J. Albers, Peter E. Dewitt
Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study. 2354-2365 - Ryeyan Taseen
Expected clinical utility of automatable prediction models for improving palliative and end-of-life care outcomes: Toward routine decision analysis before implementation. 2366-2378 - Wesley Barker, Christian Johnson:
The ecosystem of apps and software integrated with certified health information technology. 2379-2384 - Tsz Ho Kwan
Mining relationships between transmission clusters from contact tracing data: An application for investigating COVID-19 outbreak. 2385-2392 - Hale M. Thompson
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups. 2393-2403 - Kin Wah Fung
Feasibility of replacing the ICD-10-CM with the ICD-11 for morbidity coding: A content analysis. 2404-2411 - Chao Yan
Predicting brain function status changes in critically ill patients via Machine learning. 2412-2422 - Minh Nguyen
Developing machine learning models to personalize care levels among emergency room patients for hospital admission. 2423-2432 - Robert S. Rudin
User-centered design of a scalable, electronic health record-integrated remote symptom monitoring intervention for patients with asthma and providers in primary care. 2433-2444 - Sehj Kashyap
A survey of extant organizational and computational setups for deploying predictive models in health systems. 2445-2450 - Amy W. Shaheen, Eileen Ciesco, Kevin Johnson, Greg Kuhnen, Christopher Paolini, Gary Gartner:
Interactive, on-line visualization tools to measure and drive equity in COVID-19 vaccine administrations. 2451-2455 - Chi Yuan, Patrick B. Ryan, Casey N. Ta, Jae Hyun Kim, Ziran Li, Chunhua Weng
From clinical trials to clinical practice: How long are drugs tested and then used by patients? 2456-2460 - Lauren Franks, Hao Liu
Misalignment between COVID-19 hotspots and clinical trial sites. 2461-2466 - Avishek Choudhury
Mobile health technology to improve maternal health awareness in tribal populations: mobile for mothers. 2467-2474 - Michelle Schreiber, Deborah Krauss, Bridget Blake, Edna Boone, Rose Almonte:
Balancing value and burden: the Centers for Medicare & Medicaid Services electronic Clinical Quality Measure (eCQM) Strategy Project. 2475-2482 - Na Liu
Mobile health applications for older adults: a systematic review of interface and persuasive feature design. 2483-2501 - Saba Akbar
Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes. 2502-2513 - Siru Liu, Thomas J. Reese
A theory-based meta-regression of factors influencing clinical decision support adoption and implementation. 2514-2522 - Angela K. Shen
Shared clinical decision-making on vaccines: out of sight, out of mind. 2523-2525 - Jennifer Alford-Teaster
Incorporating broadband durability in measuring geographic access to health care in the era of telehealth: A case example of the 2-step virtual catchment area (2SVCA) Method. 2526-2530 - Chris Grasso, Hilary Goldhammer, Julie Thompson, Alex S. Keuroghlian
Optimizing gender-affirming medical care through anatomical inventories, clinical decision support, and population health management in electronic health record systems. 2531-2535 - Ran Sun, Douglas W. Blayney
Health management via telemedicine: Learning from the COVID-19 experience. 2536-2540 - Mark P. Sendak
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures. 2541-2542 - Jessica M. Schwartz
Response to: Looking for clinician involvement under the wrong lamp post: the need for collaboration measures. 2543-2544 - Jessica M. Schwartz
Corrigendum to: Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review. 2545 - Sam Henry, Yanshan Wang, Feichen Shen, Özlem Uzuner
Corrigendum to: The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records. 2546 - Matthew A. Willis
Corrigendum to: Feeling better on hemodialysis: user-centered design requirements for promotingpatient involvement in the prevention of treatmentcomplications. 2547
Volume 28, Number 12, November 2021
- Suzanne Bakken
Celebrating Randolph A. Miller, MD, 2021 Morris F. Collen Award winner and pioneer in clinical decision support. 2549-2550 - Davy Weissenbacher
Active neural networks to detect mentions of changes to medication treatment in social media. 2551-2561 - Yair Daon, Amit Huppert, Uri Obolski
DOPE: D-Optimal Pooling Experimental design with application for SARS-CoV-2 screening. 2562-2570 - Tiantian Zhu
Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning. 2571-2581 - Harrison G. Zhang
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies. 2582-2592 - Brian E. Dixon
Impact of event notification services on timely follow-up and rehospitalization among primary care patients at two Veterans Affairs Medical Centers. 2593-2600 - Megan Lafferty
It's like sending a message in a bottle: A qualitative study of the consequences of one-way communication technologies in hospitals. 2601-2607 - Michael D. Wang, Matthew S. Pantell, Laura M. Gottlieb, Julia Adler-Milstein:
Documentation and review of social determinants of health data in the EHR: measures and associated insights. 2608-2616 - Aly Khalifa, Clinton C. Mason, Jennifer H. Garvin
Interoperable genetic lab test reports: mapping key data elements to HL7 FHIR specifications and professional reporting guidelines. 2617-2625 - Rachel L. Richesson, Keith A. Marsolo, Brian J. Douthit
Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory. 2626-2640 - Yufang Huang, Yifan Liu, Peter A. D. Steel, Kelly M. Axsom, John R. Lee, Sri Lekha Tummalapalli, Fei Wang, Jyotishman Pathak, Lakshminarayanan Subramanian, Yiye Zhang:
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups. 2641-2653 - Evan W. Orenstein
Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics. 2654-2660 - Kahyun Lee, Nicholas J. Dobbins
Transferability of neural network clinical deidentification systems. 2661-2669 - Xinmeng Zhang, Chao Yan
Predicting next-day discharge via electronic health record access logs. 2670-2680 - Rubén Martín Payo
Spanish adaptation and validation of the User Version of the Mobile Application Rating Scale (uMARS). 2681-2686 - Franko Hrzic, Ivana Zuzic, Sebastian Tschauner
Cast suppression in radiographs by generative adversarial networks. 2687-2694 - Tamara Goncalves Rezende Macieira
Use of machine learning to transform complex standardized nursing care plan data into meaningful research variables: a palliative care exemplar. 2695-2701 - Maria Michaels, Sameemuddin Syed, William B. Lober
Blueprint for aligned data exchange for research and public health. 2702-2706 - Dessislava Pachamanova
Identifying patterns in administrative tasks through structural topic modeling: A study of task definitions, prevalence, and shifts in a mental health practice's operations during the COVID-19 pandemic. 2707-2715 - Braja Gopal Patra
Extracting social determinants of health from electronic health records using natural language processing: a systematic review. 2716-2727 - Randolph A. Miller, Edward H. Shortliffe
The roles of the US National Library of Medicine and Donald A.B. Lindberg in revolutionizing biomedical and health informatics. 2728-2737 - Alex H. Krist, Robert L. Phillips, Luci K. Leykum, Benjamin Olmedo:
Digital health needs for implementing high-quality primary care: recommendations from the National Academies of Sciences, Engineering, and Medicine. 2738-2742 - Jessica S. Ancker
Guidance for publishing qualitative research in informatics. 2743-2748 - Ignacio Perez-Pozuelo, Dimitris Spathis, Jordan Gifford-Moore, Jessica Morley, Josh Cowls:
Erratum to: Digital phenotyping and sensitive health data: Implications for data governance. 2749
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