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 2020-11-01 to 2024-11-01.)

Article	Citations
Leveraging Artificial Intelligence to Improve Chronic Disease Care: Methods and Application to Pharmacotherapy Decision Support for Type-2 Diabetes Mellitus	30
A Privacy-Preserving Distributed Analytics Platform for Health Care Data	26
Why Is the Electronic Health Record So Challenging for Research and Clinical Care?	24
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	24
International Comparison of Six Basic eHealth Indicators Across 14 Countries: An eHealth Benchmarking Study	19
Semantic Textual Similarity in Japanese Clinical Domain Texts Using BERT	17
Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions	12
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	10
Evaluation Metrics for Health Chatbots: A Delphi Study	10
Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques	9
Status of AI-Enabled Clinical Decision Support Systems Implementations in China	8
Development of Prediction Models for Unplanned Hospital Readmission within 30 Days Based on Common Data Model: A Feasibility Study	8
Proposing an International Standard Accident Number for Interconnecting Information and Communication Technology Systems of the Rescue Chain	8
Data Quality in Health Care: Main Concepts and Assessment Methodologies	8
Measurement Performance of Activity Measurements with Newer Generation of Apple Watch in Wheelchair Users with Spinal Cord Injury	7
One Digital Health for more FAIRness	7
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	6
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	6
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	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
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments	5
Defining and Scoping Participatory Health Informatics: An eDelphi Study	5
Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution	4

Using an Ontology to Derive a Sharable and Interoperable Relational Data Model for Heterogeneous Healthcare Data and Various Applications	4
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	4
Identifying Pneumonia Subtypes from Electronic Health Records Using Rule-Based Algorithms	4
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	4
Optimizing Identification of People Living with HIV from Electronic Medical Records: Computable Phenotype Development and Validation	4
Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing	4
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	4
Nurse Managers' Opinions of Information System Support for Performance Management: A Correlational Study	3
Evaluating Prediction of Continuous Clinical Values: A Glucose Case Study	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
The Acceptance of Interruptive Medication Alerts in an Electronic Decision Support System Differs between Different Alert Types	3
The Relationship between Mobility and COVID-19 in Germany: Modeling Case Occurrence using Apple's Mobility Trends Data	3
Self-Service Registry Log Builder: A Case Study in National Trauma Registry of Iran	2
Efficient Clinical Data Sharing Framework Based on Blockchain Technology	2
A Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids	2
A Simple-to-Use R Package for Mimicking Study Data by Simulations	2
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	2
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	2
Evaluating the Impact of Health Care Data Completeness for Deep Generative Models	2
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine	2
A Comparison of Methods to Detect Changes in Prediction Models	2
Developing an Analytical Pipeline to Classify Patient Safety Event Reports Using Optimized Predictive Algorithms	2
Consistency as a Data Quality Measure for German Corona Consensus Items Mapped from National Pandemic Cohort Network Data Collections	2
MAGICPL: A Generic Process Description Language for Distributed Pseudonymization Scenarios	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
Recent Trends in Patient Registries for Health Services Research	2
Maturity Level of Digital Reproductive, Maternal, Newborn, and Child Health Initiatives in Jordan and Palestine	2
Targeted Data Quality Analysis for a Clinical Decision Support System for SIRS Detection in Critically Ill Pediatric Patients	2
Development and Testing Requirements for an Integrated Maternal and Child Health Information System in Iran: A Design Thinking Case Study	2
Developing Automated Computer Algorithms to Phenotype Periodontal Disease Diagnoses in Electronic Dental Records	2
An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care	2
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	2
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data, and Symptomatic Assessments	1
DxGenerator: An Improved Differential Diagnosis Generator for Primary Care Based on MetaMap and Semantic Reasoning	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
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	1
A Systematic Approach to Configuring MetaMap for Optimal Performance	1
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	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
An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives	1
Reliability of Cusp Angulation Using Three-Dimensional Digital Models: A Preliminary In Vitro Study	1
Analysis of Not Structurable Oncological Study Eligibility Criteria for Improved Patient-Trial Matching	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
Information Technology Systems for Infection Control in German University Hospitals—Results of a Structured Survey a Year into the Severe Acute Respiratory Syndrome Coronavirus 2 Pandemic	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 Alternative Application of Natural Language Processing to Express a Characteristic Feature of Diseases in Japanese Medical Records	1
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	1

Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System