OOIR: Observatory of International Research

Papers

(The median citation count of Methods of Information in Medicine is 1. 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 2021-07-01 to 2025-07-01.)

Article	Citations
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer	44
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	34
	31
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	19
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	17
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	14
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	14
	13
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	11
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	11
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	10
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	10
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 Acceptance of Interruptive Medication Alerts in an Electronic Decision Support System Differs between Different Alert Types	7
Do Hospitals Need to Extend Telehealth Services? An Experimental Study of Different Telehealth Modalities during the COVID-19 Pandemic	6
	5
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments	5
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	5
Data Quality in Health Care: Main Concepts and Assessment Methodologies	5
Developing an Analytical Pipeline to Classify Patient Safety Event Reports Using Optimized Predictive Algorithms	5
3LGM2IHE: Requirements for Data-Protection-Compliant Research Infrastructures—A Systematic Comparison of Theory and Practice-Oriented Implementation	5
	5
Current Trends and New Approaches in Participatory Health Informatics	5
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	5
	4

One Digital Health for more FAIRness	4
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	4
	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
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	4
The Completeness of the Operating Room Data	4
Optimizing Identification of People Living with HIV from Electronic Medical Records: Computable Phenotype Development and Validation	3
Development and Testing Requirements for an Integrated Maternal and Child Health Information System in Iran: A Design Thinking Case Study	3
Automated Identification of Clinical Procedures in Free-Text Electronic Clinical Records with a Low-Code Named Entity Recognition Workflow	3
Large-Scale Integration of DICOM Metadata into HL7-FHIR for Medical Research	3
Workflow, Time Requirement, and Quality of Medication Documentation with or without a Computerized Physician Order Entry System—A Simulation-Based Lab Study	3
Using Machine Learning to Capture Quality Metrics from Natural Language: A Case Study of Diabetic Eye Exams	3
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	2
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	2
	2
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	2
ISPO: An Integrated Ontology of Symptom Phenotypes for Semantic Integration of Traditional Chinese Medical Data	2
Evaluation Metrics for Health Chatbots: A Delphi Study	2
TCMSF: A Construction Framework of Traditional Chinese Medicine Syndrome Ancient Book Knowledge Graph	2
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	2
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	2
Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data	2
	2
	2
Prehospital Cardiac Arrest Should be Considered When Evaluating Coronavirus Disease 2019 Mortality in the United States	2
	2
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	2
	2
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	1
Alternative Strategies to Generate Class Activation Maps Supporting AI-based Advice in Vertebral Fracture Detection in X-ray Images	1
	1
Automated Information Extraction from Unstructured Hematopathology Reports to Support Response Assessment in Myeloproliferative Neoplasms	1
Integrating Topic Model and Network Embedding for Thread Recommendation	1
	1
	1
Automated Identification of Immunocompromised Status in Critically Ill Children	1
Developing Automated Computer Algorithms to Phenotype Periodontal Disease Diagnoses in Electronic Dental Records	1
A Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids	1
A Modular Approach to Combine Postmarket Clinical Follow-Up Studies and Postmarket Surveillance Studies	1
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	1
FAIR Aspects of a Health Information Protection and Management System	1
A State-of-the Art Review of SNOMED CT Terminology Binding and Recommendations for Practice and Research	1
An Intelligent Medical Isolation Observation Management System Based on the Internet of Things	1