OOIR: Observatory of International Research

Papers

(The TQCC of Methods of Information in Medicine is 4. 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
Development and Validation of a Useful Taxonomy of Patient Portals Based on Characteristics of Patient Engagement	44
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer	43
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	39
	30
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	29
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	21
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	18
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	17
Leveraging Artificial Intelligence to Improve Chronic Disease Care: Methods and Application to Pharmacotherapy Decision Support for Type-2 Diabetes Mellitus	14
	13
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	12
From Paper Files to Web-Based Application for Data-Driven Monitoring of HIV Programs: Nigeria's Journey to a National Data Repository for Decision-Making and Patient Care	10
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	9
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	8
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	8
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	7
The Acceptance of Interruptive Medication Alerts in an Electronic Decision Support System Differs between Different Alert Types	6
Current Trends and New Approaches in Participatory Health Informatics	5
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	5
3LGM2IHE: Requirements for Data-Protection-Compliant Research Infrastructures—A Systematic Comparison of Theory and Practice-Oriented Implementation	5
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments	5
Development of an Instrument for Assessing the Maturity of Citizens for Consumer Health Informatics in Developing Countries: The Case of Chile, Ghana, and Kosovo	5
Do Hospitals Need to Extend Telehealth Services? An Experimental Study of Different Telehealth Modalities during the COVID-19 Pandemic	5
Developing an Analytical Pipeline to Classify Patient Safety Event Reports Using Optimized Predictive Algorithms	5
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	5

	4
The Completeness of the Operating Room Data	4
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets	4
Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop	4
One Digital Health for more FAIRness	4
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	4
	4
Data Quality in Health Care: Main Concepts and Assessment Methodologies	4
	4