OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of the American Medical Informatics Association is 51. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus	383
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	288
CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation	282
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block	189
Genetic data normalization for genomic medicine: a Fast Healthcare Interoperability Resources Genomics reference implementation	174
Challenges using electronic health records to support unhealthy alcohol use screening and intervention in primary care practices in the Pacific Northwest	160
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules	157
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care	155
“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	154
Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records	135
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction	134
Designing visual hierarchies for the communication of health data	130
Identifying key user experience and technical features for sustained use of unguided chatbots for health-related behavior change: a systematic review	126
Systematic review of foundation models for structured electronic health records	126
The added value of text from Dutch general practitioner notes in predictive modeling	125
What did you do to avoid the climate disaster? A call to arms for health informatics	122
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare	115
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	115
Identifying family structures from obituaries and matching them to patients in an electronic heath record	98
Compliance and factuality of large language models for clinical research document generation	95
Characterization and Validation of EHR Computable Phenotypes for Long COVID Using Patient-Reported Symptoms: Insights from the Nationwide RECOVER Program	89
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes	89
A framework for understanding label leakage in machine learning for health care	87
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks	79
Clickbusters letter response	78

Reply to Layne et al.’s Letter to the Editor	76
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	75
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults	74
CDEMapper: enhancing National Institutes of Health common data element use with large language models	73
Regulation of artificial intelligence in healthcare: Clinical Laboratory Improvement Amendments (CLIA) as a model	69
Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital	68
Implementation of a clinical decision support tool for hypertension in a rural health system	67
Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis	65
Comparing penalization methods for linear models on large observational health data	64
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records	64
Letter to the editors in response to “Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency”	63
Foundational domains and competencies for baccalaureate health informatics education	63
Efficacy of the mLab App: a randomized clinical trial for increasing HIV testing uptake using mobile technology	61
Association of physician burnout with perceived EHR work stress and potentially actionable factors	59
Long-term care plan recommendation for older adults with disabilities: a bipartite graph transformer and self-supervised approach	59
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease	59
Electronic health record-supported implementation of an evidence-based pathway for perioperative surgical care	58
RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization	57
Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network	57
Variations in digital health literacy for pediatric caregivers of hospitalized children: implications for digital health equity	56
The incremental design of a machine learning framework for medical records processing	54
Developing electronic clinical quality measures to assess the cancer diagnostic process	54
Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system	54
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	53
Using automated methods to detect safety problems with health information technology: a scoping review	52
Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables	51