Journal of the American Medical Informatics Association

Article	Citations
Using AI-generated suggestions from ChatGPT to optimize clinical decision support	103
Ensuring full participation of people with disabilities in an era of telehealth	79
Implementation of a digital chatbot to screen health system employees during the COVID-19 pandemic	76
TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19	61
Assessing the impact of the COVID-19 pandemic on clinician ambulatory electronic health record use	60
Putting the social back into sociotechnical: Case studies of co-design in digital health	60
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	54
Are specific elements of electronic health record use associated with clinician burnout more than others?	53
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system	48
Rapid development of visualization dashboards to enhance situation awareness of COVID-19 telehealth initiatives at a multihospital healthcare system	47
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset	44
Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study	42
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	41
Clinical evaluation and diagnostic yield following evaluation of abnormal pulse detected using Apple Watch	41
Predicting complications of diabetes mellitus using advanced machine learning algorithms	37
Rapid design and deployment of intensive outpatient, group-based psychiatric care using telehealth during coronavirus disease 2019 (COVID-19)	33
Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review	33
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
UMLS users and uses: a current overview	27
Generating sequential electronic health records using dual adversarial autoencoder	27
An evaluation of telehealth expansion in U.S. nursing homes	26
Use of unstructured text in prognostic clinical prediction models: a systematic review	25
Machine learning approaches for electronic health records phenotyping: a methodical review	25
Tasks as needs: reframing the paradigm of clinical natural language processing research for real-world decision support	23
A comparative study of pretrained language models for long clinical text	22

Understanding enterprise data warehouses to support clinical and translational research	22
Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis	22
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
Assessing the carbon footprint of digital health interventions: a scoping review	21
Persistent inequitable design and implementation of patient portals for users at the margins	20
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification?	20
Dobbs and the future of health data privacy for patients and healthcare organizations	19
Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts	19
Detection of self-harm and suicidal ideation in emergency department triage notes	18
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond	18
Disparities in patient portal access and the role of providers in encouraging access and use	18
Using UMLS for electronic health data standardization and database design	16
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	16
The 2019 n2c2/UMass Lowell shared task on clinical concept normalization	15
Personal health information management among healthy older adults: Varying needs and approaches	15
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites	15
Mapping scientific landscapes in UMLS research: a scientometric review	15
The 2022 n2c2/UW shared task on extracting social determinants of health	15
Scalability and cost-effectiveness analysis of whole genome-wide association studies on Google Cloud Platform and Amazon Web Services	14
Economic evaluations of big data analytics for clinical decision-making: a scoping review	14
Safe use of the EHR by medical scribes: a qualitative study	14
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management	14
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
A scoping review of publicly available language tasks in clinical natural language processing	13
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions	13
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	12
Using artificial intelligence to improve pain assessment and pain management: a scoping review	12
The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics	12
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments	12
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial	11
Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures	11
Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization	11
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital	11
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI	11
Impact of artificial intelligence on pathologists’ decisions: an experiment	11
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey	11
COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes	10
A scoping review of qualitative research in JAMIA: past contributions and opportunities for future work	10
Impact of patient portal-based self-scheduling of diagnostic imaging studies on health disparities	10
Automated deidentification of radiology reports combining transformer and “hide in plain sight” rule-based methods	10
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review	10
Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis	10
The Unified Medical Language System SPECIALIST Lexicon and Lexical Tools: Development and applications	10
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework	10
Maybe they had a bad day: how LGBTQ and BIPOC patients react to bias in healthcare and struggle to speak out	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
Electronic health records contain dispersed risk factor information that could be used to prevent breast and ovarian cancer	10
Privacy-protecting, reliable response data discovery using COVID-19 patient observations	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

A scoping review of digital health interventions for combating COVID-19 misinformation and disinformation	9
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	9
Review, Assess, Classify, and Evaluate (RACE): a framework for studying m-health apps and its application for opioid apps	9
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals	9
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care	9
Using electronic health record audit log data for research: insights from early efforts	9
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data	9
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review	8
Digital healthcare equity in primary care: implementing an integrated digital health navigator	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
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods	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
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models	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
Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis	7
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation	7
Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking	7
Understanding the experiences of self-injurious behavior in autism spectrum disorder: Implications for monitoring technology design	7
Translating and evaluating historic phenotyping algorithms using SNOMED CT	7
A review of auditing techniques for the Unified Medical Language System	7
Development of a usability checklist for public health dashboards to identify violations of usability principles	7
The US Food and Drug Administration Sentinel System: a national resource for a learning health system	7
Physician awareness of social determinants of health documentation capability in the electronic health record	7
Using informatics to improve cancer surveillance	7
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework	7
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition	7
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record	7
Association of physician burnout with perceived EHR work stress and potentially actionable factors	7
Electronic health record data quality assessment and tools: a systematic review	7
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA	7
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records	6
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study	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
Information needs and priority use cases of population health researchers to improve preparedness for future hurricanes and floods	6
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record	6
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy	6
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format	6
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting	6
Electronic case reporting (eCR) of COVID-19 to public health: implementation perspectives from the Minnesota Department of Health	6
Team is brain: leveraging EHR audit log data for new insights into acute care processes	6
Priorities to accelerate workflow automation in health care	6
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension	6
Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System	6
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic	6
Digital interventions for antimicrobial prescribing and monitoring: a qualitative meta-synthesis of factors influencing user acceptance	6
Curating a longitudinal research resource using linked primary care EHR data—a UK Biobank case study	6
Do electronic health record systems “dumb down” clinicians?	6
Piloting a model-to-data approach to enable predictive analytics in health care through patient mortality prediction	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
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes	5
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data	5
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study	5
Strengths, weaknesses, opportunities, and threats for the nation’s public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium	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
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record	5
Improving large language models for clinical named entity recognition via prompt engineering	5
Cross-lingual Unified Medical Language System entity linking in online health communities	5
A tale of two applications: lessons learned from national LMIC COVID applications	5
AI in health: keeping the human in the loop	5
Characterizing variability of electronic health record-driven phenotype definitions	5
The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts	5
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice	5
The role of electronic health record developers in hospital patient sharing	5
Engaging the disability community in informatics research: rationales and practical steps	5
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials	5
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions	5
Distinct components of alert fatigue in physicians’ responses to a noninterruptive clinical decision support alert	5
Clinical concept and relation extraction using prompt-based machine reading comprehension	5
Utilization patterns and efficiency gains from use of a fully EHR-integrated COVID-19 self-triage and self-scheduling tool: a retrospective analysis	4
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning	4
We can’t mitigate what we don’t monitor: using informatics to measure and improve healthcare systems’ climate impact and environmental footprint	4
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction	4
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias	4
Medical informatics and climate change: a framework for modeling green healthcare solutions	4
Development and implementation of a clinical decision support system tool for the evaluation of suspected monkeypox infection	4
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse	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
Scoping review of health information technology usability methods leveraged in Africa	4
Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography	4
The standard problem	4
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs)	4
Assessing the net benefit of machine learning models in the presence of resource constraints	4
A graph-based method for reconstructing entities from coordination ellipsis in medical text	4
Harnessing the potential of large language models in medical education: promise and pitfalls	4
A deep learning approach to identify missingis-arelations in SNOMED CT	4
AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models	4
Patient judgments about hypertension control: the role of patient numeracy and graph literacy	4
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes	4
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts	4
Survey of clinical informatics fellows graduating 2016–2024: experiences before and during fellowship	4
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase	4
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study	4
Not all phenotypes are created equal: covariates of success in e-phenotype specification	4
Knowledgebase strategies to aid interpretation of clinical correlation research	4
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	4
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research	4
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration	4
Using mobile meditation app data to predict future app engagement: an observational study	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
Assessing the impact of patient access to clinical notes on clinician EHR documentation	4
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery	4
Unveiling the silent threat among us: leveraging health information technology in the search for asymptomatic COVID 19 healthcare workers	4
Adaptive interventions for opioid prescription management and consumption monitoring	4
Characterizing the relative frequency of clinician engagement with structured social determinants of health data	4
Automated identification of eviction status from electronic health record notes	4
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	4
Early experiences of integrating an artificial intelligence-based diagnostic decision support system into radiology settings: a qualitative study	3
Digital vaccine passports and digital health diplomacy: an online model WHO simulation	3
COVID exacerbated the gender disparity in physician electronic health record inbox burden	3
Public attitudes toward an authorization for contact program for clinical research	3
Gender-sensitive word embeddings for healthcare	3
Clinical decision support improves blood culture collection before intravenous antibiotic administration in the emergency department	3
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort	3
Designing an infographic webtool for public health	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
OHDSI Standardized Vocabularies—a large-scale centralized reference ontology for international data harmonization	3
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges	3
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications	3
Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department	3
The added value of text from Dutch general practitioner notes in predictive modeling	3
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients	3
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review	3
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data	3
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review	3
FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®	3
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction	3
AMIA’s code of professional and ethical conduct 2022	3
How does the artificial intelligence-based image-assisted technique help physicians in diagnosis of pulmonary adenocarcinoma? A randomized controlled experiment of multicenter physicians in China	3
“Are we there yet?” Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses	3
Impact of notification policy on patient-before-clinician review of immediately released test results	3
Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study	3
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education	3
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model	3
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations	3
Current challenges for evaluating mobile health applications	3
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition	3
ENRICHing medical imaging training sets enables more efficient machine learning	3
“A catalyst for action”: Factors for implementing clinical risk prediction models of infection in home care settings	3
Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial	3
Advancements in extracting social determinants of health information from narrative text	3
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection	3
Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records	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
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting	3
A scoping review of the clinical application of machine learning in data-driven population segmentation analysis	3
Using artificial intelligence to learn optimal regimen plan for Alzheimer’s disease	3
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition	3
POPDx: an automated framework for patient phenotyping across 392 246 individuals in the UK Biobank study	3
A multi-site randomized trial of a clinical decision support intervention to improve problem list completeness	3
Evaluating the ChatGPT family of models for biomedical reasoning and classification	3
Ensuring useful adoption of generative artificial intelligence in healthcare	3
i-CLIMATE: a “clinical climate informatics” action framework to reduce environmental pollution from healthcare	3
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool	3
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research	3
Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup	3
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	3
Managing re-identification risks while providing access to the All of Us research program	3
Developing and evaluating pediatric phecodes (Peds-Phecodes) for high-throughput phenotyping using electronic health records	3
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning	3
COP27 Climate Change Conference: urgent action needed for Africa and the world	3
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection	3
Clinical information system (CIS) implementation in developing countries: requirements, success factors, and recommendations	3
Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic	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 snapshot of artificial intelligence research 2019–2021: is it replacing or assisting physicians?	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
Telehealth experiences of providers and patients who use augmentative and alternative communication	2