Journal of the American Medical Informatics Association

Article	Citations
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care	190
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	76
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences	46
A framework for understanding label leakage in machine learning for health care	40
Communication-efficient federated learning of temporal effects on opioid use disorder with data from distributed research networks	35
Mapping 3 procedure coding systems to the International Classification of Health Interventions (ICHI): coverage and challenges	35
CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation	33
Patterns of willingness to share health data with key stakeholders in US consumers: a latent class analysis	31
Communicating cancer treatment with pictogram-based timeline visualizations	31
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection	30
A randomized controlled trial of generic and localized MedlinePlus-based information resources for hard-to-reach urban Hispanic community	29
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models	28
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes	28
Development and external validation of deep learning clinical prediction models using variable-length time series data	26
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research	25
Digital health for climate change mitigation and response: a scoping review	25
A deep learning approach to identify missingis-arelations in SNOMED CT	24
A snapshot of artificial intelligence research 2019–2021: is it replacing or assisting physicians?	23
From illness management to quality of life: rethinking consumer health informatics opportunities for progressive, potentially fatal illnesses	22
Do electronic health record systems “dumb down” clinicians?	22
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration	22
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction	20
The 2022 n2c2/UW shared task on extracting social determinants of health	19
A survey of automated methods for biomedical text simplification	18
Web3-based storage solutions for biomedical research and clinical data exchange	18

Correction to: Managing re-identification risks while providing access to the All of Us research program	18
“I don’t think it should take you three days to tell me my baby is dead.” A case of fetal demise: unintended consequences of immediate release of information	17
A near real-time interactive dashboard for monitoring and anticipating demands in emergency care in the Île-de-France region (France)	17
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review	17
Nutrition facts, drug facts, and model facts: putting AI ethics into practice in gun violence research	17
What did you do to avoid the climate disaster? A call to arms for health informatics	16
A machine-learning prediction model to identify risk of firearm injury using electronic health records data	16
The association between prescription drug monitoring programs and controlled substance prescribing: a cross-sectional study using data from 2019 National Electronic Health Records Survey	15
Improving model transferability for clinical note section classification models using continued pretraining	15
Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic	14
Combining uncertainty-aware predictive modeling and a bedtimeSmart Snackintervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections	14
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO)	14
Dynamic prediction of work status for workers with occupational injuries: assessing the value of longitudinal observations	14
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding	14
The added value of text from Dutch general practitioner notes in predictive modeling	14
Toward ECG-based analysis of hypertrophic cardiomyopathy: a novel ECG segmentation method for handling abnormalities	14
Correction to: Research data warehouse best practices: catalyzing national data sharing through informatics innovation	14
The impact of the COVID-19 pandemic on daily rhythms	13
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare	13
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys	13
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection	13
Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety	12
Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer’s disease and related dementias	12
Response to Dr. Ross Koppel regarding “Electronic health record ‘gag clauses’ and the prevalence of screenshots in peer-reviewed literature.”	12
Using natural language processing to characterize and predict homeopathic product-associated adverse events in consumer reviews: comparison to reports to FDA Adverse Event Reporting System (FAERS)	12
Trading-off privacy and utility: the Washington State experience assessing the performance of a public health digital exposure notification system for coronavirus disease 2019	12
Advancing the science of visualization of health data for lay audiences	12
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	12
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs)	11
Implementation outcomes of the Structured and Codified SIG format in electronic prescription directions	11
Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment	11
The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant	11
Implementation of an electronic health record-integrated instant messaging system in an academic health system	11
Correction to: Artificial intelligence for optimizing recruitment and retention in clinical trials: a scoping review	11
Comparison of six natural language processing approaches to assessing firearm access in Veterans Health Administration electronic health records	11
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning	11
Correction to: Are medical history data fit for risk stratification of patients with chest pain in emergency care? Comparing data collected from patients using computerized history taking with data do	11
Descriptive epidemiology demonstrating the All of Us database as a versatile resource for the rare and undiagnosed disease community	11
Biomedical blockchain with practical implementations and quantitative evaluations: a systematic review	10
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review	10
Priorities to accelerate workflow automation in health care	10
Applying anti-racist approaches to informatics: a new lens on traditional frames	10
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks	10
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record	10
Understanding enterprise data warehouses to support clinical and translational research: impact, sustainability, demand management, and accessibility	10
Comparison of SIREN social needs screening tools and Simplified Omaha System Terms: informing an informatics approach to social determinants of health assessments	10
Medical informatics and climate change: a framework for modeling green healthcare solutions	10
A survey of pregnant patients’ perspectives on the implementation of artificial intelligence in clinical care	10
A smart, practical, deep learning-based clinical decision support tool for patients in the prostate-specific antigen gray zone: model development and validation	10
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction	10

A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction	10
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA	10
Telehealth experiences of providers and patients who use augmentative and alternative communication	10
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition	10
Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial	10
Clinical concept and relation extraction using prompt-based machine reading comprehension	9
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	9
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models	9
Implementation and delivery of electronic health records training programs for nurses working in inpatient settings: a scoping review	9
Public comfort with the use of ChatGPT and expectations for healthcare	9
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition	9
Disambiguation of acronyms in clinical narratives with large language models	9
Artificial intelligence predictive analytics in heart failure: results of the pilot phase of a pragmatic randomized clinical trial	9
Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis	9
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review	9
Impact of response bias in three surveys on primary care providers’ experiences with electronic health records	9
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus	9
Designing visual hierarchies for the communication of health data	8
Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials	8
Insufficient evidence for interactive or animated graphics for communicating probability	8
PheMIME: an interactive web app and knowledge base for phenome-wide, multi-institutional multimorbidity analysis	8
BioASQ Synergy: a dialogue between question-answering systems and biomedical experts for promoting COVID-19 research	8
CACER: Clinical concept Annotations for Cancer Events and Relations	8
“Goldmine” or “big mess”? An interview study on the challenges of designing, operating, and ensuring the durability of Clinical Data Warehouses in France and Belgium	8
Electronic health record system use and documentation burden of acute and critical care nurse clinicians: a mixed-methods study	8
Methodologies and key considerations for implementing the International Classification of Diseases-11th revision morbidity coding: insights from a national pilot study in China	8
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	7
Overview of the 8th Social Media Mining for Health Applications (#SMM4H) shared tasks at the AMIA 2023 Annual Symposium	7
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond	7
Artificial intelligence for optimizing recruitment and retention in clinical trials: a scoping review	7
Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning	7
Characterizing apparent treatment resistant hypertension in the United States: insights from the All of Us Research Program	7
Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the All of Us Research Program	7
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	7
Empowering personalized pharmacogenomics with generative AI solutions	7
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	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
AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation	7
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges	7
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework	7
Illuminating the landscape of high-level clinical trial opportunities in the All of Us Research Program	7
Structured and unstructured social risk factor documentation in the electronic health record underestimates patients’ self-reported risks	7
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record	7
Assessing the carbon footprint of digital health interventions: a scoping review	7
The relationship between electronic health records user interface features and data quality of patient clinical information: an integrative review	7
Translating and evaluating historic phenotyping algorithms using SNOMED CT	7
Electronic health record data quality assessment and tools: a systematic review	7
Experiences with information blocking in the United States: a national survey of hospitals	7
Objective study validity diagnostics: a framework requiring pre-specified, empirical verification to increase trust in the reliability of real-world evidence	7
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block	7
The use of artificial intelligence to optimize medication alerts generated by clinical decision support systems: a scoping review	7
Use of calibration to improve the precision of estimates obtained from All of Us data	7
A dataset and benchmark for hospital course summarization with adapted large language models	6
Experiences in providing a community educational resource for the All of Us Researcher Workbench	6
An examination of ambulatory care code specificity utilization in ICD-10-CM compared to ICD-9-CM: implications for ICD-11 implementation	6
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records	6
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework	6
Distinct components of alert fatigue in physicians’ responses to a noninterruptive clinical decision support alert	6
Examining medication ordering errors using AHRQ network of patient safety databases	6
Not all phenotypes are created equal: covariates of success in e-phenotype specification	6
Community engagement in the development of health-related data visualizations: a scoping review	6
A model for supporting biomedical and public health researcher use of publicly available All of Us data at Historically Black Colleges and Universities	6
Revealing chronic disease progression patterns using Gaussian process for stage inference	6
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults	6
“There’s a problem, now what’s the solution?”: suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners	6
Embedding research study recruitment within the patient portal preCheck-in	6
Inpatient nurses’ preferences and decisions with risk information visualization	6
Gender-sensitive word embeddings for healthcare	6
An interpretable predictive deep learning platform for pediatric metabolic diseases	6
Survey of clinical informatics fellows graduating 2016–2024: experiences before and during fellowship	6
Model-based estimation of individual-level social determinants of health and its applications in All of Us	6
Use of All of Us data to increase health literacy and research skills in high school students	6
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports	6
Correction to: Refining Boolean queries to identify relevant studies for systematic review updates	6
Semi-supervised ROC analysis for reliable and streamlined evaluation of phenotyping algorithms	6
Correction to: From illness management to quality of life: rethinking consumer health informatics opportunities for progressive, potentially fatal illnesses	6
The suitability of UMLS and SNOMED-CT for encoding outcome concepts	6
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase	6
Effect of restricting electronic health records on clinician efficiency: substudy of a randomized clinical trial	6
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education	6

Navigating electronic health record accuracy by examination of sex incongruent conditions	6
Research to classrooms: a co-designed curriculum brings All of Us data to secondary schools	6
Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital	5
Development and evaluation of a 4M taxonomy from nursing home staff text messages using a fine-tuned generative language model	5
A system-wide approach to digital equity: the Digital Access Coordinator program in primary care	5
Developing electronic clinical quality measures to assess the cancer diagnostic process	5
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients	5
Evaluating the ChatGPT family of models for biomedical reasoning and classification	5
BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights	5
New indices to track interoperability among US hospitals	5
A hierarchical multilabel graph attention network method to predict the deterioration paths of chronic hepatitis B patients	5
National COVID Cohort Collaborative data enhancements: a path for expanding common data models	5
Comparing penalization methods for linear models on large observational health data	5
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies	5
Automating literature screening and curation with applications to computational neuroscience	5
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines	5
Are interactive and tailored data visualizations effective in promoting flu vaccination among the elderly? Evidence from a randomized experiment	5
A call to action to improve the completeness of older adult sexual and gender minority data in electronic health records	5
Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care	5
The NYU Data Catalog: a modular, flexible infrastructure for data discovery	5
Characterizing the relative frequency of clinician engagement with structured social determinants of health data	5
Using automated methods to detect safety problems with health information technology: a scoping review	5
Establishing best practices in large language model research: an application to repeat prompting	5
Electronic health record-supported implementation of an evidence-based pathway for perioperative surgical care	5
Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network	5
Perspectives on implementing models for decision support in clinical care	5
Ambient artificial intelligence scribes: physician burnout and perspectives on usability and documentation burden	5
Implementation of a health information technology safety classification system in the Veterans Health Administration’s Informatics Patient Safety Office	5
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study	5
Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system	5
Efficacy of the mLab App: a randomized clinical trial for increasing HIV testing uptake using mobile technology	5
Narrowing the gap: expected versus deployment performance	5
Clickbusters letter response	5
Correction to: Longitudinal clustering of Life’s Essential 8 health metrics: application of a novel unsupervised learning method in the CARDIA study	5
Concerted adoption as an emerging strategy for digital transformation of healthcare—lessons from Australia, Canada, and England	5
Application of large language models in clinical record correction: a comprehensive study on various retraining methods	5
Mapping the delineation of practice to the AMIA foundational domains for applied health informatics	5
Regulation of artificial intelligence in healthcare: Clinical Laboratory Improvement Amendments (CLIA) as a model	5
Multimodal attention-based deep learning for Alzheimer’s disease diagnosis	4
Reasoning with large language models for medical question answering	4
i-CLIMATE: a “clinical climate informatics” action framework to reduce environmental pollution from healthcare	4
Foundational domains and competencies for baccalaureate health informatics education	4
Combining text mining with clinical decision support in clinical practice: a scoping review	4
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review	4
Deep sequential neural network models improve stratification of suicide attempt risk among US veterans	4
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives	4
A comparative analysis of Spanish Clinical encoder-based models on NER and classification tasks	4
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort	4
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease	4
Behavioral “nudges” in the electronic health record to reduce waste and misuse: 3 interventions	4
A general framework for developing computable clinical phenotype algorithms	4
Impact of notification policy on patient-before-clinician review of immediately released test results	4
Team is brain: leveraging EHR audit log data for new insights into acute care processes	4
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	4
Privacy-protecting, reliable response data discovery using COVID-19 patient observations	4
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data	4
Impact of high-quality, mixed-domain data on the performance of medical language models	4
Safety risks and workflow implications associated with nursing-related free-text communication orders	4
Advancing women’s participation in climate action through digital health literacy: gaps and opportunities	4
“It made me feel like I wasn’t alone in the darkness”: exploring dementia care network communication and coordination through a digital health platform	4
PresRecST: a novel herbal prescription recommendation algorithm for real-world patients with integration of syndrome differentiation and treatment planning	4
Mis-mappings between a producer’s quantitative test codes and LOINC codes and an algorithm for correcting them	4
Design of an interface to communicate artificial intelligence-based prognosis for patients with advanced solid tumors: a user-centered approach	4
Standardizing imaging findings representation: harnessing Common Data Elements semantics and Fast Healthcare Interoperability Resources structures	4
Automated deidentification of radiology reports combining transformer and “hide in plain sight” rule-based methods	4
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework	4
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	4
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions	4
Association of physician burnout with perceived EHR work stress and potentially actionable factors	4
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches	4
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations	4
Detection of self-harm and suicidal ideation in emergency department triage notes	4
RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization	4
VACtrac: enhancing access immunization registry data for population outreach using the Bulk Fast Healthcare Interoperable Resource (FHIR) protocol	4
CoRTEx: contrastive learning for representing terms via explanations with applications on constructing biomedical knowledge graphs	4
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	4
Examining standardized consumer-generated social determinants of health and resilience data supported by Omaha System terminology	4
A national survey of digital health company experiences with electronic health record application programming interfaces	4