OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of the American Medical Informatics Association is 48. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus	369
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	259
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	248
CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation	156
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block	138
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare	135
The added value of text from Dutch general practitioner notes in predictive modeling	132
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks	131
Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records	124
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	118
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction	114
Identifying family structures from obituaries and matching them to patients in an electronic heath record	113
What did you do to avoid the climate disaster? A call to arms for health informatics	110
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	108
A framework for understanding label leakage in machine learning for health care	105
Genetic data normalization for genomic medicine: a Fast Healthcare Interoperability Resources Genomics reference implementation	104
Challenges using electronic health records to support unhealthy alcohol use screening and intervention in primary care practices in the Pacific Northwest	95
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules	87
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes	85
Compliance and factuality of large language models for clinical research document generation	83
Identifying key user experience and technical features for sustained use of unguided chatbots for health-related behavior change: a systematic review	77
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care	75
Designing visual hierarchies for the communication of health data	74
“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	74
Systematic review of foundation models for structured electronic health records	70

Clickbusters letter response	70
Letter to the editors in response to “Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency”	68
Reply to Layne et al.’s Letter to the Editor	67
Long-term care plan recommendation for older adults with disabilities: a bipartite graph transformer and self-supervised approach	67
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	62
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults	61
Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network	61
Using automated methods to detect safety problems with health information technology: a scoping review	58
Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system	57
Electronic health record-supported implementation of an evidence-based pathway for perioperative surgical care	56
Regulation of artificial intelligence in healthcare: Clinical Laboratory Improvement Amendments (CLIA) as a model	55
Variations in digital health literacy for pediatric caregivers of hospitalized children: implications for digital health equity	55
CDEMapper: enhancing National Institutes of Health common data element use with large language models	54
Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital	52
The incremental design of a machine learning framework for medical records processing	52
Efficacy of the mLab App: a randomized clinical trial for increasing HIV testing uptake using mobile technology	52
Developing electronic clinical quality measures to assess the cancer diagnostic process	51
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	51
Comparing penalization methods for linear models on large observational health data	51
Foundational domains and competencies for baccalaureate health informatics education	50
Implementation of a clinical decision support tool for hypertension in a rural health system	49
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease	48
Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis	48
Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables	48