OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of the American Medical Informatics Association is 37. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus	306
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction	174
“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	163
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	132
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare	104
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks	83
What did you do to avoid the climate disaster? A call to arms for health informatics	82
Designing visual hierarchies for the communication of health data	82
Identifying family structures from obituaries and matching them to patients in an electronic heath record	80
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules	79
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care	77
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes	77
Challenges using electronic health records to support unhealthy alcohol use screening and intervention in primary care practices in the Pacific Northwest	74
CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation	73
Genetic data normalization for genomic medicine: a Fast Healthcare Interoperability Resources Genomics reference implementation	70
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	69
Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records	66
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block	66
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	59
Compliance and factuality of large language models for clinical research document generation	58
A framework for understanding label leakage in machine learning for health care	53
The added value of text from Dutch general practitioner notes in predictive modeling	48
Clickbusters letter response	44
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	44
Foundational domains and competencies for baccalaureate health informatics education	43

Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network	43
Letter to the editors in response to “Leveraging artificial intelligence to summarize abstracts in lay language for increasing research accessibility and transparency”	43
Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables	41
Reply to Layne et al.’s Letter to the Editor	41
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults	41
Variations in digital health literacy for pediatric caregivers of hospitalized children: implications for digital health equity	41
Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis	39
CDEMapper: enhancing National Institutes of Health common data element use with large language models	39
Long-term care plan recommendation for older adults with disabilities: a bipartite graph transformer and self-supervised approach	39
Efficacy of the mLab App: a randomized clinical trial for increasing HIV testing uptake using mobile technology	38
Electronic health record-supported implementation of an evidence-based pathway for perioperative surgical care	38
Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system	38
The incremental design of a machine learning framework for medical records processing	37
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events	37
Regulation of artificial intelligence in healthcare: Clinical Laboratory Improvement Amendments (CLIA) as a model	37
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	37
Using automated methods to detect safety problems with health information technology: a scoping review	37