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Journal of the American Medical Informatics Association, Volume 30
Volume 30, Number 1, December 2022
- Suzanne Bakken
, Christina Baker
Measurement and automation of workflows for improved clinician interaction: upgrading EHRs for 21st century healthcare value. 1-2 - Carolyn Petersen
AMIA's code of professional and ethical conduct 2022. 3-7 - Christian Rose
Team is brain: leveraging EHR audit log data for new insights into acute care processes. 8-15 - Shannon K. S. Kroes
Generating synthetic mixed discrete-continuous health records with mixed sum-product networks. 16-25 - Andrea L. Hartzler
Take on transplant: human-centered design of a patient education tool to facilitate informed discussions about lung transplant among people with cystic fibrosis. 26-37 - Ameen Eetemadi
Algorithmic lifestyle optimization. 38-45 - William Armero, Kathryn J. Gray, Kara G. Fields, Naida M. Cole, David W. Bates
A survey of pregnant patients' perspectives on the implementation of artificial intelligence in clinical care. 46-53 - Le Peng, Gaoxiang Luo
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. 54-63 - Douglas A. Murad, Yusuke Tsugawa
Distinct components of alert fatigue in physicians' responses to a noninterruptive clinical decision support alert. 64-72 - Ashley C. Griffin
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use. 73-82 - Kellan E. Baker, D'lane Compton, Ethan D. Fechter-Leggett
Will clinical standards not be part of the choir? Harmonization between the HL7 gender harmony project model and the NASEM measuring sex, gender identity, and sexual orientation report in the United States. 83-93 - Xian Zeng, Shanshan Shi, Yuhan Sun, Yuqing Feng, Linhua Tan, Ru Lin, Jianhua Li, Huilong Duan, Qiang Shu, Haomin Li
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery. 94-102 - Václav Papez, Maxim Moinat, Erica A. Voss
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. 103-111 - Raissa Souza
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction. 112-119 - Siru Liu, Joseph J. Schlesinger, Allison B. McCoy
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. 120-131 - Jenny Q. Nguyen, Kristine R. Crews
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts. 132-138 - Allison J. Hare, Jacqueline M. Soegaard Ballester
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education. 139-143 - Adam Rule
Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures. 144-154 - Ellen Wright Clayton
Dobbs and the future of health data privacy for patients and healthcare organizations. 155-160 - Raman R. Khanna, Sara G. Murray, Timothy Wen, Kirsten Salmeen, Tushani Illangasekare, Nerys Benfield, Julia Adler-Milstein, Lucia Savage:
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions. 161-166 - Thomas George Kannampallil
Using electronic health record audit log data for research: insights from early efforts. 167-171 - Genevieve B. Melton
Do electronic health record systems "dumb down" clinicians? 172-177 - Alan H. Morris
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. 178-194 - Teresa Zayas-Cabán, Tracy H. Okubo, Steven Posnack:
Priorities to accelerate workflow automation in health care. 195-201 - William T. Quach
Engaging the next generation of physician-informaticians through early exposure to the field: successes and challenges associated with starting a novel clinical informatics interest group. 202-205 - Brian S. Alper:
EBMonFHIR-based tools and initiatives to support clinical research. 206-207 - Correction to: Dobbs and the future of health data privacy for patients and healthcare organizations. 208
- Correction to: Research data warehouse best practices: catalyzing national data sharing through informatics innovation. 209
Volume 30, Number 2, January 2023
- Suzanne Bakken
Advancing phenotyping through informatics innovation. 211-212 - Bashir Hamidi
Not all phenotypes are created equal: covariates of success in e-phenotype specification. 213-221 - Musaab Elkheder, Arturo Gonzalez-Izquierdo
Translating and evaluating historic phenotyping algorithms using SNOMED CT. 222-232 - Vern Eric Kerchberger, Josh F. Peterson
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort. 233-244 - Lu Yang, Sheng Wang, Russ B. Altman:
POPDx: an automated framework for patient phenotyping across 392 246 individuals in the UK Biobank study. 245-255 - Casey N. Ta
Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records. 256-272 - Ronald Wihal Oei
Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach. 273-281 - Tianmai M. Zhang, Mari Millery, Alejandra N. Aguirre, Rita Kukafka
A randomized controlled trial of generic and localized MedlinePlus-based information resources for hard-to-reach urban Hispanic community. 282-291 - Ari J. Smith
Multisite evaluation of prediction models for emergency department crowding before and during the COVID-19 pandemic. 292-300 - Clement J. McDonald, Seo H. Baik
Mis-mappings between a producer's quantitative test codes and LOINC codes and an algorithm for correcting them. 301-307 - Chelsea Richwine, Christian Johnson, Vaishali Patel:
Disparities in patient portal access and the role of providers in encouraging access and use. 308-317 - Pierre J. Chambon
Automated deidentification of radiology reports combining transformer and "hide in plain sight" rule-based methods. 318-328 - Maxwell A. Weinzierl
Epidemic Question Answering: question generation and entailment for Answer Nugget discovery. 329-339 - Yikuan Li
A comparative study of pretrained language models for long clinical text. 340-347 - Ravi B. Parikh, Yichen Zhang, Likhitha Kolla, Corey Chivers
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic. 348-354 - Nate C. Apathy
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes. 355-360 - Joshua Hatherley
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges. 361-366 - Siyue Yang, Paul Varghese, Ellen Stephenson
Machine learning approaches for electronic health records phenotyping: a methodical review. 367-381 - Didi Surian
Using automated methods to detect safety problems with health information technology: a scoping review. 382-392 - Siaw-Teng Liaw
Digital health and capability maturity models - a critical thematic review and conceptual synthesis of the literature. 393-406 - Understanding enterprise data warehouses to support clinical and translational research: enterprise information technology relationships, data governance, workforce, and cloud computing. 407
- Correction to: Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures. 408
Volume 30, Number 3, February 2023
- Suzanne Bakken
Innovative informatics interventions to improve health and health care. 409-410 - Coen Hacking
The development of an automatic speech recognition model using interview data from long-term care for older adults. 411-417 - Rebecca Schnall, Gabriella Sanabria
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial. 418-426 - Pascal S. Brandt
Characterizing variability of electronic health record-driven phenotype definitions. 427-437 - Yucheng Jin
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. 438-446 - Keith Marsolo, Daniel Kiernan, Sengwee Toh, Jasmin Phua, Darcy Louzao, Kevin Haynes, Mark G. Weiner
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. 447-455 - Nicholas C. Wan, Ali A Yaqoob, Henry H. Ong, Juan Zhao, Wei-Qi Wei:
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping. 456-465 - James Casaletto
Modeling the impact of data sharing on variant classification. 466-474 - Rashmie Abeysinghe, Fengbo Zheng, Elmer V. Bernstam, Jay Shi, Olivier Bodenreider, Licong Cui
A deep learning approach to identify missing is-a relations in SNOMED CT. 475-484 - Robert H. Dolin, Bret S. E. Heale, Gil Alterovitz, Rohan Gupta, Justin Aronson, Aziz A. Boxwala
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration. 485-493 - Andrew L. Walker
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults. 494-502 - Bradley E. Iott
Characterizing the relative frequency of clinician engagement with structured social determinants of health data. 503-510 - Neetu Singh
Adaptive interventions for opioid prescription management and consumption monitoring. 511-528 - Henry King, Bethany Williams
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study. 529-538 - Sunny S. Lou
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach. 539-544 - Carrie K. Grouse, Maggie W. Waung, A Jay Holmgren, John Mongan
Behavioral "nudges" in the electronic health record to reduce waste and misuse: 3 interventions. 545-550 - Leslie Lenert, Jeff Jacobs, James Agnew, Wei Ding, Katie G. Kirchoff, Duncan Weatherston, Kenneth R. Deans Jr.:
VACtrac: enhancing access immunization registry data for population outreach using the Bulk Fast Healthcare Interoperable Resource (FHIR) protocol. 551-558 - Theodora Oikonomidi
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review. 559-569 - Meina Zhang, Linzee Zhu, Shih-Yin Lin
Using artificial intelligence to improve pain assessment and pain management: a scoping review. 570-587 - Britt W. M. van de Burgt
Combining text mining with clinical decision support in clinical practice: a scoping review. 588-603 - Humairah Zainal, Joshua Kuan Tan
Clinical informatics training in medical school education curricula: a scoping review. 604-616 - Noy Alon
Current challenges for evaluating mobile health applications. 617-624 - Correction to: Refining Boolean queries to identify relevant studies for systematic review updates. 625
- Correction to: In with the old, in with the new: machine learning for time to event biomedical research. 626
Volume 30, Number 4, March 2023
- Yuri Quintana
Global Health Informatics: the state of research and lessons learned. 627-633 - William Ogallo, Irene Wanyana, Girmaw Abebe Tadesse, Catherine Wanjiru, Victor Akinwande, Steven Kabwama, Sekou Lionel Remy
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models. 634-642 - Elzo Pereira Pinto Junior
Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South. 643-655 - Bing Xue, Neel Shah
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients. 656-667 - Karandeep Singh, Nigam H. Shah
Assessing the net benefit of machine learning models in the presence of resource constraints. 668-673 - Charles Wachira
Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic. 674-682 - Lindsey K. Jennings, Ralph Ward, Ekaterina Pekar
The effectiveness of a noninterruptive alert to increase prescription of take-home naloxone in emergency departments. 683-691 - Sigall K. Bell
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool. 692-702 - Brian D. Tran
"Mm-hm," "Uh-uh": are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology? 703-711 - Myron Anthony Godinho
Digital vaccine passports and digital health diplomacy: an online model WHO simulation. 712-717 - Alex M. Bennett
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format. 718-725 - Kylie K. Dougherty
Scoping review of health information technology usability methods leveraged in Africa. 726-737 - Maryam Eslami Jahromi, Haleh Ayatollahi:
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review. 738-751 - Katarzyna Czerniak, Raji Pillai, Abhi Parmar, Kavita Ramnath, Joseph Krocker, Sahiti Myneni:
A scoping review of digital health interventions for combating COVID-19 misinformation and disinformation. 752-760 - Soe Ye Yint Tun
Clinical information system (CIS) implementation in developing countries: requirements, success factors, and recommendations. 761-774 - Hamish S. F. Fraser, Keyana Zahiri, Nicole Kim, Chloe Kim, Sansanee Craig:
The Global Health Informatics landscape and JAMIA. 775-780 - Mitchell J. Winkie, Vinod E. Nambudiri:
A tale of two applications: lessons learned from national LMIC COVID applications. 781-786 - Rada Hussein
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs). 787-794
Volume 30, Number 5, April 2023
- Suzanne Bakken
Quantitative and qualitative methods advance the science of clinical workflow research. 795-796 - Amanda J. Moy
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments. 797-808 - Teresa Taft
"Are we there yet?" Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses. 809-818 - Diana Cagliero, Natalie Deuitch
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning. 819-827 - Catherine J. Staes
Safety risks and workflow implications associated with nursing-related free-text communication orders. 828-837 - Anne Grauer, Amanda Rosen, Jo R. Applebaum
Examining medication ordering errors using AHRQ network of patient safety databases. 838-845 - Zejian (Eric) Wu
A hierarchical multilabel graph attention network method to predict the deterioration paths of chronic hepatitis B patients. 846-858 - Anna Ostropolets
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study. 859-868 - Rose Gunn, Maura Pisciotta, Rachel Gold, Arwen Bunce, Katie Dambrun, Erika K. Cottrell, Danielle Hessler-Jones, Mary Middendorf, Miguel Alvarez, Lydia Giles, Laura M. Gottlieb:
Partner-developed electronic health record tools to facilitate social risk-informed care planning. 869-877 - Yizhe Xu, Agata Foryciarz, Ethan Steinberg, Nigam H. Shah
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease. 878-887 - Martine Nurek
How the UK public views the use of diagnostic decision aids by physicians: a vignette-based experiment. 888-898 - Adam Wright
A multi-site randomized trial of a clinical decision support intervention to improve problem list completeness. 899-906 - Weiyi Xia
Managing re-identification risks while providing access to the All of Us research program. 907-914 - Amy E. Krefman
Using electronic health record data to link families: an illustrative example using intergenerational patterns of obesity. 915-922 - Hanyin Wang
Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. 923-931 - Josephine Nabukenya
Feasibility and utility of Point-of-Care electronic clinical data capture in Uganda's healthcare system: a qualitative study. 932-942 - Yuntian Liu, Jeph Herrin
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys. 943-952 - Jerard Z. Kneifati-Hayek, Jo R. Applebaum
Effect of restricting electronic health records on clinician efficiency: substudy of a randomized clinical trial. 953-957 - Jacqueline Honerlaw
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase. 958-964 - Jorge Alberto Rodriguez
Digital healthcare equity in primary care: implementing an integrated digital health navigator. 965-970 - Nicole Gray Weiskopf
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse. 971-977 - Izak A. R. Yasrebi-de Kom
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. 978-988 - Leslie A. Lenert, Steven R. Lane, Ramsey M. Wehbe:
Could an artificial intelligence approach to prior authorization be more human? 989-994 - Srinivas Emani
Racism and Electronic Health Records (EHRs): Perspectives for research and practice. 995-999 - Brian E. Dixon
Enhancing the nation's public health information infrastructure: a report from the ACMI symposium. 1000-1005 - Correction to: Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. 1006
- Correction to: Managing re-identification risks while providing access to the All of Us research program. 1007
Volume 30, Number 6, May 2023
- Suzanne Bakken
Informatics and data science approaches address significant public health problems. 1009-1010 - Jessica C. Acharya
Strengths, weaknesses, opportunities, and threats for the nation's public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium. 1011-1021 - Tian Kang, Yingcheng Sun
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension. 1022-1031 - Amanda R. Kube, Sanmay Das, Patrick J. Fowler
Community- and data-driven homelessness prevention and service delivery: optimizing for equity. 1032-1041 - Shivani Mehta
The association between prescription drug monitoring programs and controlled substance prescribing: a cross-sectional study using data from 2019 National Electronic Health Records Survey. 1042-1046 - Carl G. Streed, Dana King, Chris Grasso, Sari L. Reisner, Kenneth H. Mayer, Guneet K. Jasuja, Tonia Poteat, Monica Mukherjee, Ayelet Shapira-Daniels
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records. 1047-1055 - Amara Tariq, Lin Lancaster, Praneetha Elugunti, Eric Siebeneck, Katherine Noe, Bijan Borah, James Moriarty, Imon Banerjee
Graph convolutional network-based fusion model to predict risk of hospital acquired infections. 1056-1067 - Hannah A. Burkhardt
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction. 1068-1078 - Erin Chinn, Rohit Arora, Ramy Arnaout, Rima Arnaout:
ENRICHing medical imaging training sets enables more efficient machine learning. 1079-1090 - Sarvesh Soni
quEHRy: a question answering system to query electronic health records. 1091-1102 - Rex Parsons
Integrating economic considerations into cutpoint selection may help align clinical decision support toward value-based healthcare. 1103-1113 - Eun Chan Jang, Young Min Park
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection. 1114-1124 - Peter Leese
Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs. 1125-1136 - Brad Morse, Katherine K. Kim
Patient and researcher stakeholder preferences for use of electronic health record data: a qualitative study to guide the design and development of a platform to honor patient preferences. 1137-1149 - Jordan Everson
Experiences with information blocking in the United States: a national survey of hospitals. 1150-1157 - Sivasubramanium V. Bhavani
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection. 1158-1166 - Tsung-Ting Kuo
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. 1167-1178 - Caroline Stellmach
Creation of a structured molecular genomics report for Germany as a local adaption of HL7's Genomic Reporting Implementation Guide. 1179-1189 - Kin Wah Fung
Mapping 3 procedure coding systems to the International Classification of Health Interventions (ICHI): coverage and challenges. 1190-1198 - Meghan Hatfield, Thai Hien Nguyen, Richard Chapman, Alayna C. Myrick, Theodore Leng
Identifying the mechanism of missingness for unspecified diabetic retinopathy disease severity in the electronic health record: an IRIS® Registry analysis. 1199-1204 - Nicole M. White
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice. 1205-1218 - Aurora J. Grutman
Use of chosen names in electronic health records to promote transgender inclusivity. 1219-1221 - Philip D. Barrison
Knowledge infrastructure: a priority to accelerate workflow automation in health care. 1222-1223
Volume 30, Number 7, June 2023
- Suzanne Bakken
AI in health: keeping the human in the loop. 1225-1226 - David Lyell
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA. 1227-1236 - Siru Liu, Aileen P. Wright, Barron L. Patterson
Using AI-generated suggestions from ChatGPT to optimize clinical decision support. 1237-1245 - Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research. 1246-1256 - William W. Stead
Knowledgebase strategies to aid interpretation of clinical correlation research. 1257-1265 - Mohammad Nikbakht
Synthetic seismocardiogram generation using a transformer-based neural network. 1266-1273 - Ian M. Campbell
Clinical decision support with a comprehensive in-EHR patient tracking system improves genetic testing follow up. 1274-1283 - Kristine M. Alpi
Characterizing terminology applied by authors and database producers to informatics literature on consumer engagement with wearable devices. 1284-1292 - Stan Ahalt, Paul Avillach
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research. 1293-1300 - Stephen Rotholz, Chen-Tan Lin:
"I don't think it should take you three days to tell me my baby is dead." A case of fetal demise: unintended consequences of immediate release of information. 1301-1304 - Emily R. Pfaff
De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository. 1305-1312 - Magdalena Z. Raban
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review. 1313-1322 - Michelle Wang
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. 1323-1332 - Anne M. Walling, Joshua M. Pevnick
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research. 1333-1348 - Anton H. van der Vegt
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. 1349-1361 - Correction to: Privacy-protecting, reliable response data discovery using COVID-19 patient observations. 1362
Volume 30, Number 8, July 2023
- Kevin Lybarger, Oliver J. Bear Don't Walk IV, Meliha Yetisgen, Özlem Uzuner
Advancements in extracting social determinants of health information from narrative text. 1363-1366 - Kevin Lybarger
The 2022 n2c2/UW shared task on extracting social determinants of health. 1367-1378 - Russell Richie, Victor M. Ruiz, Sifei Han
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. 1379-1388 - Kevin Lybarger
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record. 1389-1397 - Xingmeng Zhao
A marker-based neural network system for extracting social determinants of health. 1398-1407 - Song Wang
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives. 1408-1417 - Ruba Sajdeya
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. 1418-1428 - Zonghai Yao
Automated identification of eviction status from electronic health record notes. 1429-1437 - Dmytro S. Lituiev
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients. 1438-1447 - Brian Romanowski
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches. 1448-1455 - Andrea L. Hartzler
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations. 1456-1462
Volume 30, Number 9, August 2023
- Suzanne Bakken
Perspectives on implementing models for decision support in clinical care. 1463-1464 - Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao:
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). 1465-1473 - Alice X. Zhou
Narrowing the gap: expected versus deployment performance. 1474-1485 - Cheng Peng
Clinical concept and relation extraction using prompt-based machine reading comprehension. 1486-1493 - Francesco Lapi
To predict the risk of chronic kidney disease (CKD) using Generalized Additive2 Models (GA2M). 1494-1502 - Anton H. van der Vegt
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework. 1503-1515 - Courtney Shakowski, Robert L. Page II, Garth Wright, Cali Lunowa, Clyde Marquez, Krithika Suresh, Larry A. Allen, Russell E. Glasgow, Chen-Tan Lin, Abraham Wick, Katy E. Trinkley
Comparative effectiveness of generic commercial versus locally customized clinical decision support tools to reduce prescription of nonsteroidal anti-inflammatory drugs for patients with heart failure. 1516-1525 - Daniel R. Murphy
Developing electronic clinical quality measures to assess the cancer diagnostic process. 1526-1531 - Conor K. Corbin, Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa, Nikesh Kotecha, Nigam H. Shah
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record. 1532-1542 - Yao Yao, Hanchu Zhou, Zhidong Cao, Daniel Dajun Zeng, Qingpeng Zhang
Optimal adaptive nonpharmaceutical interventions to mitigate the outbreak of respiratory infections following the COVID-19 pandemic: a deep reinforcement learning study in Hong Kong, China. 1543-1551 - Mahmoud Elmahdy
A snapshot of artificial intelligence research 2019-2021: is it replacing or assisting physicians? 1552-1557 - Yaa A. Kumah-Crystal, Scott Mankowitz, Peter J. Embí, Christoph U. Lehmann
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification? 1558-1560 - Andrew D. Boyd
Potential bias and lack of generalizability in electronic health record data: reflections on health equity from the National Institutes of Health Pragmatic Trials Collaboratory. 1561-1566 - Velma L. Payne
Accomplished women leaders in informatics: insights about successful careers. 1567-1572 - Pinyan Liu
A scoping review of the clinical application of machine learning in data-driven population segmentation analysis. 1573-1582 - Dean F. Sittig
A lifecycle framework illustrates eight stages necessary for realizing the benefits of patient-centered clinical decision support. 1583-1589
Volume 30, Number 10, September 2023
- Suzanne Bakken
The relationship between biomedical and health informatics and society: is it time for a social contract? 1591-1592 - Todd R. Johnson
Mapping the delineation of practice to the AMIA foundational domains for applied health informatics. 1593-1598 - Saif S. Khairat
Foundational domains and competencies for baccalaureate health informatics education. 1599-1607 - Ellen Kim
Survey of clinical informatics fellows graduating 2016-2024: experiences before and during fellowship. 1608-1613 - Kin Wah Fung
A practical strategy to use the ICD-11 for morbidity coding in the United States without a clinical modification. 1614-1621 - Sena Chae
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. 1622-1633 - Rumana Rashid
REDCap and the National Mesothelioma Virtual Bank - a scalable and sustainable model for rare disease biorepositories. 1634-1644 - Kritib Bhattarai, Sivaraman Rajaganapathy
Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease. 1645-1656 - Ryan Shea Ying Cong Tan
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. 1657-1664 - Ming Tai-Seale
Association of physician burnout with perceived EHR work stress and potentially actionable factors. 1665-1672 - Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz:
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. 1673-1683 - Ding-Yu Wang, Jia Ding, An-Lan Sun, Shang-Gui Liu, Dong Jiang, Nan Li, Jia-Kuo Yu:
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias. 1684-1692 - Michelle Yee
The NYU Data Catalog: a modular, flexible infrastructure for data discovery. 1693-1700 - Ronnie A. Sebro, Charles E. Kahn:
Automated detection of causal relationships among diseases and imaging findings in textual radiology reports. 1701-1706 - Bryan D. Steitz
Impact of notification policy on patient-before-clinician review of immediately released test results. 1707-1710 - Stuart Sommers, Heather Tolle
Targeted messaging to improve the adoption of clinical decision support for prescription drug monitoring program use. 1711-1716 - Monika Bapna, Kristen E. Miller, Raj M. Ratwani:
Electronic health record "gag clauses" and the prevalence of screenshots in peer-reviewed literature. 1717-1719 - Lisa S. Rotenstein, A Jay Holmgren:
COVID exacerbated the gender disparity in physician electronic health record inbox burden. 1720-1724 - Jennifer T. May
A call to action to improve the completeness of older adult sexual and gender minority data in electronic health records. 1725-1729 - Abigail E. Lewis
Electronic health record data quality assessment and tools: a systematic review. 1730-1740 - Duncan C. McElfresh, Lucia Chen, Elizabeth Oliva, Vilija Joyce, Sherri Rose, Suzanne Tamang
A call for better validation of opioid overdose risk algorithms. 1741-1746 - Jodyn Platt
Applying anti-racist approaches to informatics: a new lens on traditional frames. 1747-1753 - Joseph Kannry:
Alert acceptance: are all acceptance rates the same? 1754 - Allison B. McCoy
Clickbusters letter response. 1755
Volume 30, Number 11, October 2023
- Karen A. Monsen
Standardized nursing terminologies come of age: advancing quality of care, population health, and health equity across the care continuum. 1757-1759 - William W. Stead
Celebrating Suzanne Bakken, 2023 Morris F. Collen Award winner and pioneer in health equity. 1760-1761 - Zerina Lokmic-Tomkins
Evaluating the representation of disaster hazards in SNOMED CT: gaps and opportunities. 1762-1772 - Cathy I Schwartz
Using Omaha System data to explore relationships between client outcomes, phenotypes, and targeted home intervention approaches: an exemplar examining practice effectiveness for older women with circulation problems. 1773-1783 - Regina Celia dos Santos Diogo
Diagnostic concordance among nursing clinical decision support system users: a pilot study. 1784-1793 - Jiwoo Lee, Robin R. Austin
Prioritizing nutrition interventions for low-income clients receiving public health nurses' home visiting services: a latent class analysis study of Omaha System data. 1794-1800 - Jiyoun Song
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. 1801-1810 - Jeana M. Holt
Comparison of SIREN social needs screening tools and Simplified Omaha System Terms: informing an informatics approach to social determinants of health assessments. 1811-1817 - Robin R. Austin
Advantages and disadvantages of using theory-based versus data-driven models with social and behavioral determinants of health data. 1818-1825 - Insook Cho
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study. 1826-1836 - Yu Jin Kang
Toward ensuring care quality and safety across settings: examining time pressure in a nursing home with observational time motion study metrics based on the Omaha system. 1837-1845 - Fabiana C. Dos Santos
Nurses' preferences for the format of care planning clinical decision support coded with standardized nursing languages. 1846-1851 - Robin R. Austin
Examining standardized consumer-generated social determinants of health and resilience data supported by Omaha System terminology. 1852-1857 - Karen A. Monsen
FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®. 1858-1864 - Elizabeth E. Umberfield
The case for expressing nursing theories using ontologies. 1865-1867 - Cheryl Marie Wagner
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications. 1868-1877 - Karen Dunn Lopez
Future advancement of health care through standardized nursing terminologies: reflections from a Friends of the National Library of Medicine workshop honoring Virginia K. Saba. 1878-1884
Volume 30, Number 12, November 2023
- Suzanne Bakken
Standards in action: historical and current perspectives. 1885-1886 - Yuqing Mao
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning. 1887-1894 - Abigail Newbury
The suitability of UMLS and SNOMED-CT for encoding outcome concepts. 1895-1903 - Bjorn Kaijun Betzler
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes. 1904-1914 - Yuval Barak-Corren, David Tsurel, Daphna Keidar, Ilan Gofer, Dafna Shahaf, Maya Leventer-Roberts, Noam Barda, Ben Y. Reis
The value of parental medical records for the prediction of diabetes and cardiovascular disease: a novel method for generating and incorporating family histories. 1915-1924 - Raissa Souza
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data. 1925-1933 - Maria Montserrat Sanchez-Ortuno
Predictors of users' adherence to a fully automated digital intervention to manage insomnia complaints. 1934-1942 - Nguyen Luong
The impact of the COVID-19 pandemic on daily rhythms. 1943-1953 - Nicholas J. Dobbins
LeafAI: query generator for clinical cohort discovery rivaling a human programmer. 1954-1964 - Chad Anderson
Electronic health records and clinical documentation in medical residency programs: preparing residents to become master clinicians. 1965-1972 - Tom M. Seinen
The added value of text from Dutch general practitioner notes in predictive modeling. 1973-1984 - Jeffrey G. Klann
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation. 1985-1994 - Vince C. Hartman
A method to automate the discharge summary hospital course for neurology patients. 1995-2003 - Joshua Lemmon, Lin Lawrence Guo, Ethan Steinberg, Keith E. Morse
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks. 2004-2011 - Likun Mao
Use of information communication technologies by older people and telemedicine adoption during COVID-19: a longitudinal study. 2012-2020 - Shikha Sinha, Michael Bedgood, Raghuveer Puttagunta, Akaash Kataria, Fabienne Bourgeois, Jennifer A Lee
Variation in pediatric and adolescent electronic health data sharing practices under the 21st Century Cures Act. 2021-2027 - Richard K. Leuchter, Suzette Ma, Douglas S. Bell, Ron D. Hays
Embedding research study recruitment within the patient portal preCheck-in. 2028-2035 - Sijia Liu
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C). 2036-2040 - Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu:
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review. 2041-2049 - Anindya Pradipta Susanto
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. 2050-2063 - Thomas Stephen Ledger
Post-implementation optimization of medication alerts in hospital computerized provider order entry systems: a scoping review. 2064-2071 - Lucia A. Carrasco-Ribelles
Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review. 2072-2082 - Donald W. Simborg:
Reflections on the history of interoperability in hospitals. 2083-2085 - Enrico W. Coiera
The standard problem. 2086-2097 - Ross Koppel
To the editor of JAMIA. 2098 - Monika Bapna, Kristen E. Miller, Raj M. Ratwani:
Response to Dr. Ross Koppel regarding "Electronic health record 'gag clauses' and the prevalence of screenshots in peer-reviewed literature.". 2099 - Correction to: Survey of clinical informatics fellows graduating 2016-2024: experiences before and during fellowship. 2100
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