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 2020-06-01 to 2024-06-01.)

Article	Citations
From Raw Data to FAIR Data: The FAIRification Workflow for Health Research	52
Leveraging Artificial Intelligence to Improve Chronic Disease Care: Methods and Application to Pharmacotherapy Decision Support for Type-2 Diabetes Mellitus	24
A Privacy-Preserving Distributed Analytics Platform for Health Care Data	21
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	20
International Comparison of Six Basic eHealth Indicators Across 14 Countries: An eHealth Benchmarking Study	19
Why Is the Electronic Health Record So Challenging for Research and Clinical Care?	15
Semantic Textual Similarity in Japanese Clinical Domain Texts Using BERT	14
Health-Enabling Technologies for Telerehabilitation of the Shoulder: A Feasibility and User Acceptance Study	12
Designing an openEHR-Based Pipeline for Extracting and Standardizing Unstructured Clinical Data Using Natural Language Processing	11
The Dental, Oral, Medical Epidemiological (DOME) Study: Protocol and Study Methods	10
Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques	9
Patients' Perceptions of Different Information Exchange Mechanisms: An Exploratory Study in the United States	8
Development of Prediction Models for Unplanned Hospital Readmission within 30 Days Based on Common Data Model: A Feasibility Study	8
The Challenge of the Effective Implementation of FAIR Principles in Biomedical Research	8
Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions	7
Proposing an International Standard Accident Number for Interconnecting Information and Communication Technology Systems of the Rescue Chain	7
Evaluation Metrics for Health Chatbots: A Delphi Study	7
Status of AI-Enabled Clinical Decision Support Systems Implementations in China	7
One Digital Health for more FAIRness	6
Measurement Performance of Activity Measurements with Newer Generation of Apple Watch in Wheelchair Users with Spinal Cord Injury	6
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	6
A State-of-the Art Review of SNOMED CT Terminology Binding and Recommendations for Practice and Research	6
Evidence-Based Health Informatics as the Foundation for the COVID-19 Response: A Joint Call for Action	5
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	5
Data Quality in Health Care: Main Concepts and Assessment Methodologies	5

Professionalism of Information Management in Health Care: Development and Validation of the Construct and Its Measurement	5
InspirerMundi—Remote Monitoring of Inhaled Medication Adherence through Objective Verification Based on Combined Image Processing Techniques	5
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	5
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	4
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	4
Identifying Pneumonia Subtypes from Electronic Health Records Using Rule-Based Algorithms	4
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	4
The Relationship between Mobility and COVID-19 in Germany: Modeling Case Occurrence using Apple's Mobility Trends Data	3
Exchange of Clinical and Omics Data According to FAIR Principles: A Review of Open Source Solutions	3
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	3
Development and Validation of a Useful Taxonomy of Patient Portals Based on Characteristics of Patient Engagement	3
Optimizing Identification of People Living with HIV from Electronic Medical Records: Computable Phenotype Development and Validation	3
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	3
Targeted Data Quality Analysis for a Clinical Decision Support System for SIRS Detection in Critically Ill Pediatric Patients	2
Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution	2
MAGICPL: A Generic Process Description Language for Distributed Pseudonymization Scenarios	2
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	2
Impact of Computerized Prescription on Medication Errors and Workflow Efficiency in Neonatal Intensive Care Units: A Quasi-Experimental Three-Phase Study	2
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine	2
Efficient Clinical Data Sharing Framework Based on Blockchain Technology	2
Leveraging the UMLS As a Data Standard for Rare Disease Data Normalization and Harmonization	2
Consistency as a Data Quality Measure for German Corona Consensus Items Mapped from National Pandemic Cohort Network Data Collections	2
The Acceptance of Interruptive Medication Alerts in an Electronic Decision Support System Differs between Different Alert Types	2
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	2
Recent Trends in Patient Registries for Health Services Research	2
Evaluating Prediction of Continuous Clinical Values: A Glucose Case Study	2
A Comparison of Methods to Detect Changes in Prediction Models	2
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments	2
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	2
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	2
Using an Ontology to Derive a Sharable and Interoperable Relational Data Model for Heterogeneous Healthcare Data and Various Applications	2
Defining and Scoping Participatory Health Informatics: An eDelphi Study	2
Evaluating the Impact of Health Care Data Completeness for Deep Generative Models	2
A Systematic Approach to Configuring MetaMap for Optimal Performance	1
A Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids	1
Security and Privacy in Distributed Health Care Environments	1
Smoothing Corrections for Improving Sample Size Recalculation Rules in Adaptive Group Sequential Study Designs	1
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	1
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	1
Maturity Level of Digital Reproductive, Maternal, Newborn, and Child Health Initiatives in Jordan and Palestine	1
Analysis of Not Structurable Oncological Study Eligibility Criteria for Improved Patient-Trial Matching	1
MRF-RFS: A Modified Random Forest Recursive Feature Selection Algorithm for Nasopharyngeal Carcinoma Segmentation	1
Automated Identification of Clinical Procedures in Free-Text Electronic Clinical Records with a Low-Code Named Entity Recognition Workflow	1
Security and Privacy in Distributed Health Care Environments	1
DxGenerator: An Improved Differential Diagnosis Generator for Primary Care Based on MetaMap and Semantic Reasoning	1
An Alternative Application of Natural Language Processing to Express a Characteristic Feature of Diseases in Japanese Medical Records	1
Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing	1
Usability Evaluation of a Distributed User Interface Application for Visuomotor Organization Assessment	1
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	1
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	1

Development and Testing Requirements for an Integrated Maternal and Child Health Information System in Iran: A Design Thinking Case Study	1
Developing an Analytical Pipeline to Classify Patient Safety Event Reports Using Optimized Predictive Algorithms	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
Reliability of Cusp Angulation Using Three-Dimensional Digital Models: A Preliminary In Vitro Study	1
An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care	1
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	1