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 2021-05-01 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
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	8
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	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
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
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

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
	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
Using Machine Learning to Capture Quality Metrics from Natural Language: A Case Study of Diabetic Eye Exams	3
Large-Scale Integration of DICOM Metadata into HL7-FHIR for Medical Research	3
Automated Identification of Clinical Procedures in Free-Text Electronic Clinical Records with a Low-Code Named Entity Recognition Workflow	3
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	3
Workflow, Time Requirement, and Quality of Medication Documentation with or without a Computerized Physician Order Entry System—A Simulation-Based Lab Study	3
	3
Development and Testing Requirements for an Integrated Maternal and Child Health Information System in Iran: A Design Thinking Case Study	3
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	2
Optimizing Identification of People Living with HIV from Electronic Medical Records: Computable Phenotype Development and Validation	2
	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
Developing Automated Computer Algorithms to Phenotype Periodontal Disease Diagnoses in Electronic Dental Records	2
TCMSF: A construction framework of traditional Chinese medicine syndrome ancient book knowledge graph	2
Evaluation Metrics for Health Chatbots: A Delphi Study	2
	2
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	2
	2
Proposing an International Standard Accident Number for Interconnecting Information and Communication Technology Systems of the Rescue Chain	2
Prehospital Cardiac Arrest Should be Considered When Evaluating Coronavirus Disease 2019 Mortality in the United States	2
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	2
	2
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	2
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	2
A State-of-the Art Review of SNOMED CT Terminology Binding and Recommendations for Practice and Research	2
An Intelligent Medical Isolation Observation Management System Based on the Internet of Things	1
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
FAIR Aspects of a Health Information Protection and Management System	1
Integrating Topic Model and Network Embedding for Thread Recommendation	1
Automated Information Extraction from Unstructured Hematopathology Reports to Support Response Assessment in Myeloproliferative Neoplasms	1
Automated Identification of Immunocompromised Status in Critically Ill Children	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
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments	1
	1
A Modular Approach to Combine Postmarket Clinical Follow-Up Studies and Postmarket Surveillance Studies	1
	1
A Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids	1
Harnessing Advanced Machine Learning Techniques for Microscopic Vessel Segmentation in Pulmonary Fibrosis Using Novel Hierarchical Phase-Contrast Tomography (HiP-CT) Images	1
Report from the 68th GMDS Annual Meeting: Science. Close to People	1

Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes