Journal of the American Medical Informatics Association

Article	Citations
Using AI-generated suggestions from ChatGPT to optimize clinical decision support	174
Ensuring full participation of people with disabilities in an era of telehealth	89
Assessing the impact of the COVID-19 pandemic on clinician ambulatory electronic health record use	76
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
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system	50
Machine learning approaches for electronic health records phenotyping: a methodical review	46
Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review	40
Multimodal attention-based deep learning for Alzheimer’s disease diagnosis	35
Improving large language models for clinical named entity recognition via prompt engineering	35
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	31
Use of unstructured text in prognostic clinical prediction models: a systematic review	30
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification?	29
Electronic health record data quality assessment and tools: a systematic review	29
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
A comparative study of pretrained language models for long clinical text	28
Persistent inequitable design and implementation of patient portals for users at the margins	26
Assessing the carbon footprint of digital health interventions: a scoping review	26
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	25
Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis	25
Detection of self-harm and suicidal ideation in emergency department triage notes	24
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments	23
PMC-LLaMA: toward building open-source language models for medicine	22

Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond	22
Using artificial intelligence to improve pain assessment and pain management: a scoping review	22
Digital healthcare equity in primary care: implementing an integrated digital health navigator	20
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey	20
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	19
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management	18
Impact of artificial intelligence on pathologists’ decisions: an experiment	18
Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care	18
Maybe they had a bad day: how LGBTQ and BIPOC patients react to bias in healthcare and struggle to speak out	18
AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models	17
The 2022 n2c2/UW shared task on extracting social determinants of health	17
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
Evaluating the ChatGPT family of models for biomedical reasoning and classification	17
Using electronic health record audit log data for research: insights from early efforts	16
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
Harnessing the potential of large language models in medical education: promise and pitfalls	15
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals	14
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework	14
We can’t mitigate what we don’t monitor: using informatics to measure and improve healthcare systems’ climate impact and environmental footprint	14
A scoping review of publicly available language tasks in clinical natural language processing	14
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	14
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework	14
Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis	14
Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room	14
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions	14
The US Food and Drug Administration Sentinel System: a national resource for a learning health system	14
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI	13
Priorities to accelerate workflow automation in health care	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
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
Development of a usability checklist for public health dashboards to identify violations of usability principles	12
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital	12
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record	12
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial	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
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition	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
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration	11
A scoping review of qualitative research inJAMIA:past contributions and opportunities for future work	11
Privacy-protecting, reliable response data discovery using COVID-19 patient observations	11
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning	11
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice	11
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review	11
Automated deidentification of radiology reports combining transformer and “hide in plain sight” rule-based methods	11
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care	11
Association of physician burnout with perceived EHR work stress and potentially actionable factors	10

Association between state payment parity policies and telehealth usage at community health centers during COVID-19	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
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
Distilling large language models for matching patients to clinical trials	10
Enhancing the nation’s public health information infrastructure: a report from the ACMI symposium	10
Team is brain: leveraging EHR audit log data for new insights into acute care processes	10
Digital health for climate change mitigation and response: a scoping review	10
The impact of nuance DAX ambient listening AI documentation: a cohort study	10
Physician awareness of social determinants of health documentation capability in the electronic health record	10
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data	10
Translating and evaluating historic phenotyping algorithms using SNOMED CT	10
Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis	10
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record	10
Characterizing variability of electronic health record-driven phenotype definitions	10
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods	9
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study	9
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format	9
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study	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
Engaging the disability community in informatics research: rationales and practical steps	9
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse	9
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives	9
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review	9
Ensuring useful adoption of generative artificial intelligence in healthcare	9
Review, Assess, Classify, and Evaluate (RACE): a framework for studying m-health apps and its application for opioid apps	9
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data	8
Strengths, weaknesses, opportunities, and threats for the nation’s public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium	8
Empowering personalized pharmacogenomics with generative AI solutions	8
Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models	8
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting	8
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes	8
Clinical concept and relation extraction using prompt-based machine reading comprehension	8
Evaluation framework for conversational agents with artificial intelligence in health interventions: a systematic scoping review	8
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction	8
Curating a longitudinal research resource using linked primary care EHR data—a UK Biobank case study	8
Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks	7
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials	7
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts	7
Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography	7
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase	7
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record	7
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study	7
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy	7
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension	7
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records	7
Assessing the impact of patient access to clinical notes on clinician EHR documentation	7
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes	7
AI in health: keeping the human in the loop	7
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review	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
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes	7
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model	7
Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI	7
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation	7
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic	7
Use of information communication technologies by older people and telemedicine adoption during COVID-19: a longitudinal study	7
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting	7
Distinct components of alert fatigue in physicians’ responses to a noninterruptive clinical decision support alert	7
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	7
Automated identification of eviction status from electronic health record notes	7
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool	7
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study	7
Digital literacy in undergraduate pharmacy education: a scoping review	6
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery	6
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions	6
Leveraging large language models for generating responses to patient messages—a subjective analysis	6
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	6
The use of artificial intelligence to optimize medication alerts generated by clinical decision support systems: a scoping review	6
Telehealth experiences of providers and patients who use augmentative and alternative communication	6
Using artificial intelligence to learn optimal regimen plan for Alzheimer’s disease	6
The standard problem	6
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research	6
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients	6
A tale of two applications: lessons learned from national LMIC COVID applications	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
Benchmarking the symptom-checking capabilities of ChatGPT for a broad range of diseases	6
Characterizing the relative frequency of clinician engagement with structured social determinants of health data	6
Virtual reality and augmented reality smartphone applications for upskilling care home workers in hand hygiene: a realist multi-site feasibility, usability, acceptability, and efficacy study	6

The impact of the COVID-19 pandemic on daily rhythms	6
Utilization patterns and efficiency gains from use of a fully EHR-integrated COVID-19 self-triage and self-scheduling tool: a retrospective analysis	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
Integrating economic considerations into cutpoint selection may help align clinical decision support toward value-based healthcare	6
Using artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives	6
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review	6
Guidance for reporting analyses of metadata on electronic health record use	6
Early experiences of integrating an artificial intelligence-based diagnostic decision support system into radiology settings: a qualitative study	6
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches	6
BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights	6
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges	6
Do electronic health record systems “dumb down” clinicians?	6
Search still matters: information retrieval in the era of generative AI	6
“Mm-hm,” “Uh-uh”: are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology?	6
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias	6
“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
The relationship between electronic health records user interface features and data quality of patient clinical information: an integrative review	5
Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture	5
Large language models and generative AI in telehealth: a responsible use lens	5
ENRICHing medical imaging training sets enables more efficient machine learning	5
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition	5
Large language models for biomedicine: foundations, opportunities, challenges, and best practices	5
The added value of text from Dutch general practitioner notes in predictive modeling	5
Managing re-identification risks while providing access to the All of Us research program	5
Patient judgments about hypertension control: the role of patient numeracy and graph literacy	5
Streamlining social media information retrieval for public health research with deep learning	5
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	5
Not all phenotypes are created equal: covariates of success in e-phenotype specification	5
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review	5
The role of electronic health record developers in hospital patient sharing	5
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction	5
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)	5
Medical informatics and climate change: a framework for modeling green healthcare solutions	5
Local large language models for privacy-preserving accelerated review of historic echocardiogram reports	5
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction	5
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data	5
A lifecycle framework illustrates eight stages necessary for realizing the benefits of patient-centered clinical decision support	5
Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data	5
Foundational domains and competencies for baccalaureate health informatics education	5
Survey of clinical informatics fellows graduating 2016–2024: experiences before and during fellowship	5
Integrating human-centered design in public health data dashboards: lessons from the development of a data dashboard of sexually transmitted infections in New York State	5
Examining perspectives on the adoption and use of computer-based patient-reported outcomes among clinicians and health professionals: a Q methodology study	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
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications	5
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review	5
Assessing the net benefit of machine learning models in the presence of resource constraints	5
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection	5
Development and implementation of a clinical decision support system tool for the evaluation of suspected monkeypox infection	5
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare	5
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research	5
Examining standardized consumer-generated social determinants of health and resilience data supported by Omaha System terminology	4
Large language models leverage external knowledge to extend clinical insight beyond language boundaries	4
Experiences with information blocking in the United States: a national survey of hospitals	4
A method to automate the discharge summary hospital course for neurology patients	4
Current challenges for evaluating mobile health applications	4
Combining uncertainty-aware predictive modeling and a bedtimeSmart Snackintervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections	4
Mixed methods assessment of the influence of demographics on medical advice of ChatGPT	4
Knowledgebase strategies to aid interpretation of clinical correlation research	4
Advancements in extracting social determinants of health information from narrative text	4
Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support	4
Identifying infected patients using semi-supervised and transfer learning	4
Unveiling the silent threat among us: leveraging health information technology in the search for asymptomatic COVID 19 healthcare workers	4
OUP accepted manuscript	4
i-CLIMATE: a “clinical climate informatics” action framework to reduce environmental pollution from healthcare	4
Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review	4
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education	4
Could an artificial intelligence approach to prior authorization be more human?	4
Scoping review of health information technology usability methods leveraged in Africa	4
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	4
Clinical decision support improves blood culture collection before intravenous antibiotic administration in the emergency department	4
A deep learning approach to identify missingis-arelations in SNOMED CT	4
Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup	4
Using mobile meditation app data to predict future app engagement: an observational study	4
Developing and evaluating pediatric phecodes (Peds-Phecodes) for high-throughput phenotyping using electronic health records	4
A scoping review of the clinical application of machine learning in data-driven population segmentation analysis	4
A powerful partnership: researchers and patients working together to develop a patient-facing summary of clinical trial outcome data	4
Adaptive interventions for opioid prescription management and consumption monitoring	4
Clinical informatics training in medical school education curricula: a scoping review	4
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort	4
Academic machine learning researchers’ ethical perspectives on algorithm development for health care: a qualitative study	4
Gender-sensitive word embeddings for healthcare	4
Identifying the mechanism of missingness for unspecified diabetic retinopathy disease severity in the electronic health record: an IRIS® Registry analysis	4
Designing an infographic webtool for public health	4
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning	4
Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs	4
Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department	4
“A catalyst for action”: Factors for implementing clinical risk prediction models of infection in home care settings	4
FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®	4
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	4
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition	4
Do you want to promote recall, perceptions, or behavior? The best data visualization depends on the communication goal	4
“Are we there yet?” Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses	4
A comparative evaluation of ChatGPT 3.5 and ChatGPT 4 in responses to selected genetics questions	4
A snapshot of artificial intelligence research 2019–2021: is it replacing or assisting physicians?	3
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research	3