Journal of the American Medical Informatics Association

Article	Citations
Using AI-generated suggestions from ChatGPT to optimize clinical decision support	150
Ensuring full participation of people with disabilities in an era of telehealth	89
Implementation of a digital chatbot to screen health system employees during the COVID-19 pandemic	77
Assessing the impact of the COVID-19 pandemic on clinician ambulatory electronic health record use	76
Putting the social back into sociotechnical: Case studies of co-design in digital health	65
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	55
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	54
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset	51
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system	50
Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study	49
Clinical evaluation and diagnostic yield following evaluation of abnormal pulse detected using Apple Watch	47
Machine learning approaches for electronic health records phenotyping: a methodical review	41
Predicting complications of diabetes mellitus using advanced machine learning algorithms	40
Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review	40
Generating sequential electronic health records using dual adversarial autoencoder	31
An evaluation of telehealth expansion in U.S. nursing homes	31
Disparities in patient portal access and the role of providers in encouraging access and use	30
Use of unstructured text in prognostic clinical prediction models: a systematic review	30
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	29
Multimodal attention-based deep learning for Alzheimer’s disease diagnosis	29
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification?	28
A comparative study of pretrained language models for long clinical text	28
Tasks as needs: reframing the paradigm of clinical natural language processing research for real-world decision support	28
Dobbs and the future of health data privacy for patients and healthcare organizations	28
Improving large language models for clinical named entity recognition via prompt engineering	25

Assessing the carbon footprint of digital health interventions: a scoping review	25
Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis	25
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	25
Persistent inequitable design and implementation of patient portals for users at the margins	24
Detection of self-harm and suicidal ideation in emergency department triage notes	23
Electronic health record data quality assessment and tools: a systematic review	22
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies	22
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond	22
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments	20
Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts	19
The 2019 n2c2/UMass Lowell shared task on clinical concept normalization	19
Using UMLS for electronic health data standardization and database design	19
Maybe they had a bad day: how LGBTQ and BIPOC patients react to bias in healthcare and struggle to speak out	18
Using artificial intelligence to improve pain assessment and pain management: a scoping review	18
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management	18
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	17
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey	17
Safe use of the EHR by medical scribes: a qualitative study	17
The 2022 n2c2/UW shared task on extracting social determinants of health	17
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites	16
Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures	15
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	15
Mapping scientific landscapes in UMLS research: a scientometric review	15
Digital healthcare equity in primary care: implementing an integrated digital health navigator	15
Impact of artificial intelligence on pathologists’ decisions: an experiment	14
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals	14
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	14
Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis	14
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions	14
The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics	14
The US Food and Drug Administration Sentinel System: a national resource for a learning health system	14
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework	14
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI	13
A scoping review of publicly available language tasks in clinical natural language processing	13
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA	13
OHDSI Standardized Vocabularies—a large-scale centralized reference ontology for international data harmonization	12
PMC-LLaMA: toward building open-source language models for medicine	12
Potential bias and lack of generalizability in electronic health record data: reflections on health equity from the National Institutes of Health Pragmatic Trials Collaboratory	12
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital	12
Using electronic health record audit log data for research: insights from early efforts	12
Priorities to accelerate workflow automation in health care	12
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial	12
Development of a usability checklist for public health dashboards to identify violations of usability principles	12
Impact of patient portal-based self-scheduling of diagnostic imaging studies on health disparities	12
A survey of automated methods for biomedical text simplification	12
Harnessing the potential of large language models in medical education: promise and pitfalls	11
AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models	11
Privacy-protecting, reliable response data discovery using COVID-19 patient observations	11
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration	11
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review	11

A scoping review of digital health interventions for combating COVID-19 misinformation and disinformation	11
“There’s a problem, now what’s the solution?”: suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners	11
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care	11
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice	11
A scoping review of qualitative research inJAMIA:past contributions and opportunities for future work	11
Evaluating the ChatGPT family of models for biomedical reasoning and classification	11
Automated deidentification of radiology reports combining transformer and “hide in plain sight” rule-based methods	11
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition	10
Characterizing variability of electronic health record-driven phenotype definitions	10
Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care	10
Team is brain: leveraging EHR audit log data for new insights into acute care processes	10
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	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
Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy	10
Association of physician burnout with perceived EHR work stress and potentially actionable factors	10
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record	10
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models	10
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record	10
Enhancing the nation’s public health information infrastructure: a report from the ACMI symposium	10
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data	10
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework	10
Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking	9
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study	9
Translating and evaluating historic phenotyping algorithms using SNOMED CT	9
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format	9
Electronic case reporting (eCR) of COVID-19 to public health: implementation perspectives from the Minnesota Department of Health	9
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs)	9
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review	9
Review, Assess, Classify, and Evaluate (RACE): a framework for studying m-health apps and its application for opioid apps	9
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods	9
Digital health for climate change mitigation and response: a scoping review	9
Ensuring useful adoption of generative artificial intelligence in healthcare	9
Engaging the disability community in informatics research: rationales and practical steps	8
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse	8
Understanding the experiences of self-injurious behavior in autism spectrum disorder: Implications for monitoring technology design	8
Empowering personalized pharmacogenomics with generative AI solutions	8
Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis	8
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study	8
Strengths, weaknesses, opportunities, and threats for the nation’s public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium	8
Using informatics to improve cancer surveillance	8
Clinical concept and relation extraction using prompt-based machine reading comprehension	8
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data	8
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting	8
Curating a longitudinal research resource using linked primary care EHR data—a UK Biobank case study	8
A transformation-based method for auditing the IS-A hierarchy of biomedical terminologies in the Unified Medical Language System	8
Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks	7
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes	7
Use of information communication technologies by older people and telemedicine adoption during COVID-19: a longitudinal study	7
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review	7
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record	7
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	7
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes	7
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study	7
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study	7
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials	7
Assessing the impact of patient access to clinical notes on clinician EHR documentation	7
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction	7
Physician awareness of social determinants of health documentation capability in the electronic health record	7
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase	7
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning	7
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension	7
Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System	7
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records	7
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic	7
AI in health: keeping the human in the loop	7
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting	7
Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography	7
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives	7
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	7
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy	7
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation	7
We can’t mitigate what we don’t monitor: using informatics to measure and improve healthcare systems’ climate impact and environmental footprint	7
Utilization patterns and efficiency gains from use of a fully EHR-integrated COVID-19 self-triage and self-scheduling tool: a retrospective analysis	6
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias	6
Using artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives	6
Information needs and priority use cases of population health researchers to improve preparedness for future hurricanes and floods	6
Digital interventions for antimicrobial prescribing and monitoring: a qualitative meta-synthesis of factors influencing user acceptance	6
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches	6
Distinct components of alert fatigue in physicians’ responses to a noninterruptive clinical decision support alert	6

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model	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
“Mm-hm,” “Uh-uh”: are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology?	6
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes	6
Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room	6
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts	6
BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights	6
Telehealth experiences of providers and patients who use augmentative and alternative communication	6
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool	6
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research	6
A tale of two applications: lessons learned from national LMIC COVID applications	6
Guidance for reporting analyses of metadata on electronic health record use	6
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions	6
Early experiences of integrating an artificial intelligence-based diagnostic decision support system into radiology settings: a qualitative study	6
Leveraging large language models for generating responses to patient messages—a subjective analysis	6
Do electronic health record systems “dumb down” clinicians?	6
Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study	5
Evaluation framework for conversational agents with artificial intelligence in health interventions: a systematic scoping review	5
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications	5
Assessing the net benefit of machine learning models in the presence of resource constraints	5
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data	5
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare	5
Streamlining social media information retrieval for public health research with deep learning	5
The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts	5
Benchmarking the symptom-checking capabilities of ChatGPT for a broad range of diseases	5
Medical informatics and climate change: a framework for modeling green healthcare solutions	5
The added value of text from Dutch general practitioner notes in predictive modeling	5
Search still matters: information retrieval in the era of generative AI	5
Automated identification of eviction status from electronic health record notes	5
Integrating economic considerations into cutpoint selection may help align clinical decision support toward value-based healthcare	5
ENRICHing medical imaging training sets enables more efficient machine learning	5
Managing re-identification risks while providing access to the All of Us research program	5
Development and implementation of a clinical decision support system tool for the evaluation of suspected monkeypox infection	5
Distilling large language models for matching patients to clinical trials	5
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research	5
Survey of clinical informatics fellows graduating 2016–2024: experiences before and during fellowship	5
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review	5
The impact of the COVID-19 pandemic on daily rhythms	5
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review	5
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction	5
The standard problem	5
The role of electronic health record developers in hospital patient sharing	5
Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain	5
Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models	5
Cross-lingual Unified Medical Language System entity linking in online health communities	5
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients	5
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery	5
Foundational domains and competencies for baccalaureate health informatics education	5
“It made me feel like I wasn’t alone in the darkness”: exploring dementia care network communication and coordination through a digital health platform	5
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition	5
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges	5
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection	5