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 2021-10-01 to 2025-10-01.)

Article	Citations
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer	49
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	40
	33
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	21
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	19
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	16
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	15
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	15
	11
Leveraging EHR Data and Up-to-Date Clinical Guidelines for Highly Accurate and Practical Clinical Diabetes Drug and Dosage Recommendation System	11
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	11
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	8
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	8
3LGM2IHE: Requirements for Data-Protection-Compliant Research Infrastructures—A Systematic Comparison of Theory and Practice-Oriented Implementation	7
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	7
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	5
The Completeness of the Operating Room Data	5
	5
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments	5
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets	5
Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop	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
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	5
	5

Current Trends and New Approaches in Participatory Health Informatics	5
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	5
	4
Large-Scale Integration of DICOM Metadata into HL7-FHIR for Medical Research	4
One Digital Health for more FAIRness	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
Automated Identification of Clinical Procedures in Free-Text Electronic Clinical Records with a Low-Code Named Entity Recognition Workflow	4
	3
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	3
	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
TCMSF: A Construction Framework of Traditional Chinese Medicine Syndrome Ancient Book Knowledge Graph	3
Evaluation Metrics for Health Chatbots: A Delphi Study	3
A Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids	2
Developing Automated Computer Algorithms to Phenotype Periodontal Disease Diagnoses in Electronic Dental Records	2
	2
Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data	2
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	2
An Intelligent Medical Isolation Observation Management System Based on the Internet of Things	2
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	2
	2
Integrating Topic Model and Network Embedding for Thread Recommendation	2
Automated Information Extraction from Unstructured Hematopathology Reports to Support Response Assessment in Myeloproliferative Neoplasms	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
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	1
	1
Toward a National Information Model for Medication Orders in Sweden	1
Alternative Strategies to Generate Class Activation Maps Supporting AI-based Advice in Vertebral Fracture Detection in X-ray Images	1
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	1
	1
We Know What You Agreed To, Don't We?—Evaluating the Quality of Paper-Based Consents Forms and Their Digitalized Equivalent Using the Example of the Baltic Fracture Competence Centre Project	1
	1
Automated Identification of Immunocompromised Status in Critically Ill Children	1
Harnessing Advanced Machine Learning Techniques for Microscopic Vessel Segmentation in Pulmonary Fibrosis Using Novel Hierarchical Phase-Contrast Tomography Images	1
FAIR Aspects of a Health Information Protection and Management System	1