Journal of the American Medical Informatics Association

Article	Citations
Using AI-generated suggestions from ChatGPT to optimize clinical decision support	87
Ensuring full participation of people with disabilities in an era of telehealth	78
Implementation of a digital chatbot to screen health system employees during the COVID-19 pandemic	75
TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19	61
Putting the social back into sociotechnical: Case studies of co-design in digital health	59
Assessing the impact of the COVID-19 pandemic on clinician ambulatory electronic health record use	55
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	53
Are specific elements of electronic health record use associated with clinician burnout more than others?	51
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system	47
Rapid development of visualization dashboards to enhance situation awareness of COVID-19 telehealth initiatives at a multihospital healthcare system	46
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset	43
Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study	42
Clinical evaluation and diagnostic yield following evaluation of abnormal pulse detected using Apple Watch	39
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 met	39
Predicting complications of diabetes mellitus using advanced machine learning algorithms	36
Rapid design and deployment of intensive outpatient, group-based psychiatric care using telehealth during coronavirus disease 2019 (COVID-19)	32
Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review	31
Centers for Disease Control and Prevention 2019 novel coronavirus disease (COVID-19) information management: addressing national health-care and public health needs for standardized data definitions a	28
Generating sequential electronic health records using dual adversarial autoencoder	27
UMLS users and uses: a current overview	27
An evaluation of telehealth expansion in U.S. nursing homes	25
Tasks as needs: reframing the paradigm of clinical natural language processing research for real-world decision support	22
Machine learning approaches for electronic health records phenotyping: a methodical review	21
Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis	21
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies	21

Multimodal attention-based deep learning for Alzheimer’s disease diagnosis	21
Understanding enterprise data warehouses to support clinical and translational research	20
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification?	19
Assessing the carbon footprint of digital health interventions: a scoping review	19
Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts	18
Dobbs and the future of health data privacy for patients and healthcare organizations	18
Detection of self-harm and suicidal ideation in emergency department triage notes	18
A comparative study of pretrained language models for long clinical text	17
Persistent inequitable design and implementation of patient portals for users at the margins	17
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond	17
Disparities in patient portal access and the role of providers in encouraging access and use	16
Using UMLS for electronic health data standardization and database design	16
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites	15
Personal health information management among healthy older adults: Varying needs and approaches	15
Mapping scientific landscapes in UMLS research: a scientometric review	15
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	14
The 2019 n2c2/UMass Lowell shared task on clinical concept normalization	14
Economic evaluations of big data analytics for clinical decision-making: a scoping review	14
Scalability and cost-effectiveness analysis of whole genome-wide association studies on Google Cloud Platform and Amazon Web Services	14
Safe use of the EHR by medical scribes: a qualitative study	13
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions	13
A scoping review of publicly available language tasks in clinical natural language processing	13
The 2022 n2c2/UW shared task on extracting social determinants of health	13
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management	13
Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials	13
Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization	11
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments	11
The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics	11
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey	11
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial	10
Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures	10
Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis	10
Automated deidentification of radiology reports combining transformer and “hide in plain sight” rule-based methods	10
Privacy-protecting, reliable response data discovery using COVID-19 patient observations	10
COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes	10
Using artificial intelligence to improve pain assessment and pain management: a scoping review	10
Impact of patient portal-based self-scheduling of diagnostic imaging studies on health disparities	10
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework	10
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital	10
A scoping review of qualitative research in JAMIA: past contributions and opportunities for future work	10
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	10
The Unified Medical Language System SPECIALIST Lexicon and Lexical Tools: Development and applications	10
“There’s a problem, now what’s the solution?”: suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners	10
Electronic health records contain dispersed risk factor information that could be used to prevent breast and ovarian cancer	9
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	9
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI	9
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data	9
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care	9
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals	9
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	9

Maybe they had a bad day: how LGBTQ and BIPOC patients react to bias in healthcare and struggle to speak out	8
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review	8
A transformation-based method for auditing the IS-A hierarchy of biomedical terminologies in the Unified Medical Language System	8
Digital health for climate change mitigation and response: a scoping review	8
Impact of artificial intelligence on pathologists’ decisions: an experiment	8
A scoping review of digital health interventions for combating COVID-19 misinformation and disinformation	8
Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy	8
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	8
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models	8
Review, Assess, Classify, and Evaluate (RACE): a framework for studying m-health apps and its application for opioid apps	8
Digital healthcare equity in primary care: implementing an integrated digital health navigator	8
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study	8
A survey of automated methods for biomedical text simplification	8
Using electronic health record audit log data for research: insights from early efforts	7
Using informatics to improve cancer surveillance	7
Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis	7
Physician awareness of social determinants of health documentation capability in the electronic health record	7
Understanding the experiences of self-injurious behavior in autism spectrum disorder: Implications for monitoring technology design	7
The US Food and Drug Administration Sentinel System: a national resource for a learning health system	7
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods	7
A review of auditing techniques for the Unified Medical Language System	7
Do electronic health record systems “dumb down” clinicians?	6
Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System	6
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation	6
Digital interventions for antimicrobial prescribing and monitoring: a qualitative meta-synthesis of factors influencing user acceptance	6
Potential bias and lack of generalizability in electronic health record data: reflections on health equity from the National Institutes of Health Pragmatic Trials Collaboratory	6
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review	6
Comprehension, utility, and preferences of prostate cancer survivors for visual timelines of patient-reported outcomes co-designed for limited graph literacy: meters and emojis over comics	6
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic	6
Curating a longitudinal research resource using linked primary care EHR data—a UK Biobank case study	6
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record	6
Piloting a model-to-data approach to enable predictive analytics in health care through patient mortality prediction	6
Development of a usability checklist for public health dashboards to identify violations of usability principles	6
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition	6
Information needs and priority use cases of population health researchers to improve preparedness for future hurricanes and floods	6
Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking	6
Translating and evaluating historic phenotyping algorithms using SNOMED CT	6
The role of electronic health record developers in hospital patient sharing	5
Cross-lingual Unified Medical Language System entity linking in online health communities	5
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials	5
Characterizing variability of electronic health record-driven phenotype definitions	5
Team is brain: leveraging EHR audit log data for new insights into acute care processes	5
Electronic health record data quality assessment and tools: a systematic review	5
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension	5
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format	5
Engaging the disability community in informatics research: rationales and practical steps	5
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting	5
Enhancing the nation’s public health information infrastructure: a report from the ACMI symposium	5
Can Unified Medical Language System–based semantic representation improve automated identification of patient safety incident reports by type and severity?	5
Priorities to accelerate workflow automation in health care	5
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy	5
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records	5
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study	5
Electronic case reporting (eCR) of COVID-19 to public health: implementation perspectives from the Minnesota Department of Health	5
The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts	5
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework	5
Knowledgebase strategies to aid interpretation of clinical correlation research	4
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias	4
Development and implementation of a clinical decision support system tool for the evaluation of suspected monkeypox infection	4
Patient judgments about hypertension control: the role of patient numeracy and graph literacy	4
AI in health: keeping the human in the loop	4
Unveiling the silent threat among us: leveraging health information technology in the search for asymptomatic COVID 19 healthcare workers	4
Survey of clinical informatics fellows graduating 2016–2024: experiences before and during fellowship	4
Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography	4
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record	4
Scoping review of health information technology usability methods leveraged in Africa	4
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning	4
The standard problem	4
We can’t mitigate what we don’t monitor: using informatics to measure and improve healthcare systems’ climate impact and environmental footprint	4
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	4
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse	4
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts	4
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery	4
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions	4
Characterizing the relative frequency of clinician engagement with structured social determinants of health data	4
Association of physician burnout with perceived EHR work stress and potentially actionable factors	4
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice	4
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA	4
Automated identification of eviction status from electronic health record notes	4
Medical informatics and climate change: a framework for modeling green healthcare solutions	4

Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data	4
Assessing the net benefit of machine learning models in the presence of resource constraints	4
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record	4
A tale of two applications: lessons learned from national LMIC COVID applications	4
Clinical informatics training in medical school education curricula: a scoping review	4
OUP accepted manuscript	4
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives	4
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches	4
Not all phenotypes are created equal: covariates of success in e-phenotype specification	4
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study	4
A graph-based method for reconstructing entities from coordination ellipsis in medical text	4
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes	4
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration	4
Clinical information system (CIS) implementation in developing countries: requirements, success factors, and recommendations	3
Assessing the impact of patient access to clinical notes on clinician EHR documentation	3
Strengths, weaknesses, opportunities, and threats for the nation’s public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium	3
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes	3
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition	3
Evaluating the ChatGPT family of models for biomedical reasoning and classification	3
Current challenges for evaluating mobile health applications	3
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	3
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection	3
Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study	3
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	3
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs)	3
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study	3
The added value of text from Dutch general practitioner notes in predictive modeling	3
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction	3
Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department	3
Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records	3
COP27 Climate Change Conference: urgent action needed for Africa and the world	3
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients	3
A scoping review of the clinical application of machine learning in data-driven population segmentation analysis	3
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction	3
“Are we there yet?” Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses	3
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education	3
Utilization patterns and efficiency gains from use of a fully EHR-integrated COVID-19 self-triage and self-scheduling tool: a retrospective analysis	3
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort	3
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	3
Clinical decision support improves blood culture collection before intravenous antibiotic administration in the emergency department	3
i-CLIMATE: a “clinical climate informatics” action framework to reduce environmental pollution from healthcare	3
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review	3
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications	3
“A catalyst for action”: Factors for implementing clinical risk prediction models of infection in home care settings	3
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data	3
FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®	3
AMIA’s code of professional and ethical conduct 2022	3
Digital vaccine passports and digital health diplomacy: an online model WHO simulation	3
POPDx: an automated framework for patient phenotyping across 392 246 individuals in the UK Biobank study	3
Public attitudes toward an authorization for contact program for clinical research	3
Distinct components of alert fatigue in physicians’ responses to a noninterruptive clinical decision support alert	3
Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial	3
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool	3
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase	3
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	3
ENRICHing medical imaging training sets enables more efficient machine learning	3
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations	3
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review	3
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research	3
Using mobile meditation app data to predict future app engagement: an observational study	3
“It made me feel like I wasn’t alone in the darkness”: exploring dementia care network communication and coordination through a digital health platform	2
Design of an interface to communicate artificial intelligence-based prognosis for patients with advanced solid tumors: a user-centered approach	2
A deep learning approach to identify missingis-arelations in SNOMED CT	2
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition	2
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection	2
Variation in pediatric and adolescent electronic health data sharing practices under the 21st Century Cures Act	2
Experiences with information blocking in the United States: a national survey of hospitals	2
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	2
Development and evaluation of visualizations of smoking data for integration into the Sense2Quit app for tobacco cessation	2
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting	2
Mapping the delineation of practice to the AMIA foundational domains for applied health informatics	2
A call to action to improve the completeness of older adult sexual and gender minority data in electronic health records	2
Impact of notification policy on patient-before-clinician review of immediately released test results	2
Advancing women’s participation in climate action through digital health literacy: gaps and opportunities	2
Telehealth experiences of providers and patients who use augmentative and alternative communication	2
A snapshot of artificial intelligence research 2019–2021: is it replacing or assisting physicians?	2
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	2
The Global Health Informatics landscape and JAMIA	2
Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic	2
Multisite evaluation of prediction models for emergency department crowding before and during the COVID-19 pandemic	2
Do you want to promote recall, perceptions, or behavior? The best data visualization depends on the communication goal	2
Are interactive and tailored data visualizations effective in promoting flu vaccination among the elderly? Evidence from a randomized experiment	2
VACtrac: enhancing access immunization registry data for population outreach using the Bulk Fast Healthcare Interoperable Resource (FHIR) protocol	2
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review	2
Examining standardized consumer-generated social determinants of health and resilience data supported by Omaha System terminology	2
Clinical concept and relation extraction using prompt-based machine reading comprehension	2
The association between prescription drug monitoring programs and controlled substance prescribing: a cross-sectional study using data from 2019 National Electronic Health Records Survey	2
What did you do to avoid the climate disaster? A call to arms for health informatics	2
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning	2
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning	2
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	2
A pilot test of an infographic-based health communication intervention to enhance patient education among Latino persons with HIV	2
Adaptive interventions for opioid prescription management and consumption monitoring	2
Using automated methods to detect safety problems with health information technology: a scoping review	2
Gender-sensitive word embeddings for healthcare	2