OOIR: Observatory of International Research

Papers

(The median citation count of Methods of Information in Medicine is 2. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer	58
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	48
	35
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	20
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	17
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	15
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	11
	11
Leveraging Electronic Health Record Data and Up-to-Date Clinical Guidelines for High-Accuracy Clinical Diabetes Drug and Dosage Recommendation	9
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	9
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	8
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	7
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	7
3LGM2IHE: Requirements for Data-Protection-Compliant Research Infrastructures—A Systematic Comparison of Theory and Practice-Oriented Implementation	6
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	6
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	6
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	5
Data Quality in Health Care: Main Concepts and Assessment Methodologies	5
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets	5
One Digital Health for more FAIRness	5
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments	5
Clustering Breast Cancer Patients Based on Their Treatment Courses Using German Cancer Registry Data	5
	5
Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop	5
Current Trends and New Approaches in Participatory Health Informatics	5

The Completeness of the Operating Room Data	5
A Multicentre Evaluation of the Impact of Computerised Physician Order Entry on Medication Documentation Workflow, Time, and Quality	5
Automated Identification of Clinical Procedures in Free-Text Electronic Clinical Records with a Low-Code Named Entity Recognition Workflow	4
	4
Workflow, Time Requirement, and Quality of Medication Documentation with or without a Computerized Physician Order Entry System—A Simulation-Based Lab Study	4
Development and Testing Requirements for an Integrated Maternal and Child Health Information System in Iran: A Design Thinking Case Study	4
	4
Large-Scale Integration of DICOM Metadata into HL7-FHIR for Medical Research	4
TCMSF: A Construction Framework of Traditional Chinese Medicine Syndrome Ancient Book Knowledge Graph	4
	3
Prehospital Cardiac Arrest Should be Considered When Evaluating Coronavirus Disease 2019 Mortality in the United States	3
	3
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	3
Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data	2
Developing Automated Computer Algorithms to Phenotype Periodontal Disease Diagnoses in Electronic Dental Records	2
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	2
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	2
	2
	2
An Intelligent Medical Isolation Observation Management System Based on the Internet of Things	2
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	2
ISPO: An Integrated Ontology of Symptom Phenotypes for Semantic Integration of Traditional Chinese Medical Data	2
Automated Information Extraction from Unstructured Hematopathology Reports to Support Response Assessment in Myeloproliferative Neoplasms	2
	2