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

Article	Citations
	30
	26
Medical Text Prediction and Suggestion Using Generative Pretrained Transformer Models with Dental Medical Notes	26
Development and Validation of a Useful Taxonomy of Patient Portals Based on Characteristics of Patient Engagement	24
	17
Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions	12
Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques	10
	10
A Comparison of Methods to Detect Changes in Prediction Models	9
Cross-lingual Natural Language Processing on Limited Annotated Case/Radiology Reports in English and Japanese: Insights from the Real-MedNLP Workshop	8
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?	8
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	8
Definition of a Practical Taxonomy for Referencing Data Quality Problems in Health Care Databases	8
Prehospital Cardiac Arrest Should be Considered When Evaluating Coronavirus Disease 2019 Mortality in the United States	7
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine	7
Maturity Level of Digital Reproductive, Maternal, Newborn, and Child Health Initiatives in Jordan and Palestine	6
	6
Self-Service Registry Log Builder: A Case Study in National Trauma Registry of Iran	5
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine	5
Analysis of Not Structurable Oncological Study Eligibility Criteria for Improved Patient-Trial Matching	5
	5
Automatic Identification of Self-Reported COVID-19 Vaccine Information from Vaccine Adverse Events Reporting System	5
Aligning Semantic Interoperability Frameworks with the FOXS Stack for FAIR Health Data	4
The Digital Analytic Patient Reviewer (DAPR) for COVID-19 Data Mart Validation	4
Evaluating Prediction of Continuous Clinical Values: A Glucose Case Study	4

A Systematic Approach to Configuring MetaMap for Optimal Performance	4
Status of AI-Enabled Clinical Decision Support Systems Implementations in China	4
Evaluating the Impact of Health Care Data Completeness for Deep Generative Models	4
Recent Trends in Patient Registries for Health Services Research	4
	3
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse	3
Leveraging Artificial Intelligence to Improve Chronic Disease Care: Methods and Application to Pharmacotherapy Decision Support for Type-2 Diabetes Mellitus	3
Defining and Scoping Participatory Health Informatics: An eDelphi Study	3
Machine Learning Classification of Psychiatric Data Associated with Compensation Claims for Patient Injuries	3
Using an Ontology to Derive a Sharable and Interoperable Relational Data Model for Heterogeneous Healthcare Data and Various Applications	2
The Leipzig Health Atlas—An Open Platform to Present, Archive, and Share Biomedical Data, Analyses, and Models Online	2
High-Quality Data for Health Care and Health Research	2
Proposing an International Standard Accident Number for Interconnecting Information and Communication Technology Systems of the Rescue Chain	2
Reliability of Cusp Angulation Using Three-Dimensional Digital Models: A Preliminary In Vitro Study	2
Trans-O-MIM—An International Research Project on Open Access Transformation: Outcomes and Lessons Learned	2
	2
Why Is the Electronic Health Record So Challenging for Research and Clinical Care?	2
	2
A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing	2
TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse	2
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets	2
Towards the Representation of Network Assets in Health Care Environments Using Ontologies	2
FAIR Aspects of a Health Information Protection and Management System	2
Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing	2
Automated Identification of Immunocompromised Status in Critically Ill Children	2
The Pipeline for Standardizing Russian Unstructured Allergy Anamnesis Using FHIR AllergyIntolerance Resource	2
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning	2
	2
	1
Natural Language Mapping of Electrocardiogram Interpretations to a Standardized Ontology	1
	1
Identifying Pneumonia Subtypes from Electronic Health Records Using Rule-Based Algorithms	1
Breast Cancer Subtypes Classification with Hybrid Machine Learning Model	1
	1
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	1
One Digital Health for more FAIRness	1
Multivariate Sequential Analytics for Cardiovascular Disease Event Prediction	1
Eliciting Information Needs of Child Patients: Adapting the Kano Model to the Design of mHealth Applications	1
Do Hospitals Need to Extend Telehealth Services? An Experimental Study of Different Telehealth Modalities during the COVID-19 Pandemic	1
An Alternative Application of Natural Language Processing to Express a Characteristic Feature of Diseases in Japanese Medical Records	1
A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials	1
An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care	1
Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data	1
Development of an Instrument for Assessing the Maturity of Citizens for Consumer Health Informatics in Developing Countries: The Case of Chile, Ghana, and Kosovo	1
MAGICPL: A Generic Process Description Language for Distributed Pseudonymization Scenarios	1
Use of Machine Learning to Identify Clinical Variables in Pregnant and Non-Pregnant Women with SARS-CoV-2 Infection	1