OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of the American Medical Informatics Association is 28. 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 2021-05-01 to 2025-05-01.)

Article	Citations
“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	240
Designing visual hierarchies for the communication of health data	104
CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation	101
Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes	79
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block	63
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks	58
Enhancing patient representation learning with inferred family pedigrees improves disease risk prediction	58
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus	56
A framework for understanding label leakage in machine learning for health care	54
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care	53
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare	51
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions	43
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications	42
Association between state payment parity policies and telehealth usage at community health centers during COVID-19	41
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping	41
The added value of text from Dutch general practitioner notes in predictive modeling	39
Using automated methods to detect safety problems with health information technology: a scoping review	36
What did you do to avoid the climate disaster? A call to arms for health informatics	36
Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records	36
Reply to Layne et al.’s Letter to the Editor	34
Efficacy of the mLab App: a randomized clinical trial for increasing HIV testing uptake using mobile technology	33
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use	33
The ongoing French BaMaRa-BNDMR cohort: implementation and deployment of a nationwide information system on rare disease	32
Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis	31
Clickbusters letter response	31

Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults	30
Foundational domains and competencies for baccalaureate health informatics education	30
Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network	29
Variations in digital health literacy for pediatric caregivers of hospitalized children: implications for digital health equity	28
Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables	28