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 2021-04-01 to 2025-04-01.)

Article	Citations
	41
	41
Development and Validation of a Useful Taxonomy of Patient Portals Based on Characteristics of Patient Engagement	39
	26
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	19
Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques	16
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer	13
	12
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	12
A Proposal for a Robust Validated Weighted General Data Protection Regulation-Based Scale to Assess the Quality of Privacy Policies of Mobile Health Applications: An eDelphi Study	9
The Completeness of the Operating Room Data	8
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	8
Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop	8
A Comparison of Methods to Detect Changes in Prediction Models	8
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	7
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	7
Prehospital Cardiac Arrest Should be Considered When Evaluating Coronavirus Disease 2019 Mortality in the United States	6
Status of AI-Enabled Clinical Decision Support Systems Implementations in China	5
Evaluating the Impact of Health Care Data Completeness for Deep Generative Models	5
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	5
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	5
	5
Self-Service Registry Log Builder: A Case Study in National Trauma Registry of Iran	5
Analysis of Not Structurable Oncological Study Eligibility Criteria for Improved Patient-Trial Matching	5
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine	5

Recent Trends in Patient Registries for Health Services Research	4
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	4
Defining and Scoping Participatory Health Informatics: An eDelphi Study	4
	4
A Systematic Approach to Configuring MetaMap for Optimal Performance	4
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets	4
	4
Maturity Level of Digital Reproductive, Maternal, Newborn, and Child Health Initiatives in Jordan and Palestine	3
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	3
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	3
Evaluating Prediction of Continuous Clinical Values: A Glucose Case Study	3
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	3
Using an Ontology to Derive a Sharable and Interoperable Relational Data Model for Heterogeneous Healthcare Data and Various Applications	2
FAIR Aspects of a Health Information Protection and Management System	2
Leveraging Artificial Intelligence to Improve Chronic Disease Care: Methods and Application to Pharmacotherapy Decision Support for Type-2 Diabetes Mellitus	2
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	2
Proposing an International Standard Accident Number for Interconnecting Information and Communication Technology Systems of the Rescue Chain	2
Automated Identification of Immunocompromised Status in Critically Ill Children	2
Identifying Pneumonia Subtypes from Electronic Health Records Using Rule-Based Algorithms	2
	2
The Significance of Information Quality for the Secondary Use of the Information in the National Health Care Quality Registers in Finland	2
High-Quality Data for Health Care and Health Research	2
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	2
Trans-O-MIM—An International Research Project on Open Access Transformation: Outcomes and Lessons Learned	2
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	2
One Digital Health for more FAIRness	2
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	2
Deciphering Abbreviations in Malaysian Clinical Notes Using Machine Learning	2
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	2
Reliability of Cusp Angulation Using Three-Dimensional Digital Models: A Preliminary In Vitro Study	2
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	1
An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care	1
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	1
3LGM2IHE: Requirements for Data-Protection-Compliant Research Infrastructures—A Systematic Comparison of Theory and Practice-Oriented Implementation	1
Towards a national information model for medication orders in Sweden	1
Use of Machine Learning to Identify Clinical Variables in Pregnant and Non-Pregnant Women with SARS-CoV-2 Infection	1
Why Is the Electronic Health Record So Challenging for Research and Clinical Care?	1
	1
	1
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	1
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	1
Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data	1
Ontology Engineering for Gastric Dystemperament in Persian Medicine	1
	1
Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing	1
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	1
	1
Use of Natural Language Processing to Identify Sexual and Reproductive Health Information in Clinical Text	1
Eliciting Information Needs of Child Patients: Adapting the Kano Model to the Design of mHealth Applications	1