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Оглавление
- Title Page
- Preface
- EFMI Special Topic Conference 2021 - Scientific Programme Committee and Reviewers
- Section I. Artificial Intelligence in Health FAIR Data Driven & FAIR on Infrastructures and Software
- Federated Mining of Interesting Association Rules Over EHRs
- Encoding Health Records into Pathway Representations for Deep Learning
- A Learning Framework for Medical Image-Based Intelligent Diagnosis from Imbalanced Datasets
- Assessing Acceptance Level of a Hybrid Clinical Decision Support Systems
- A Data-Driven Intervention Framework for Improving Adherence to Growth Hormone Therapy Based on Clustering Analysis and Traffic Light Alerting Systems
- Development of a FHIR Layer on Top of the OMOP Common Data Model for the CAPABLE Project
- Automatic Data Transfer from OMOP-CDM to REDCap: A Semantically-Enriched Framework
- Section II. Methods for the Adoption of FAIR Principles & Privacy and Security Aspects Applying FAIR in Health Research
- FAIRification Efforts of Clinical Researchers: The Current State of Affairs
- Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery
- Pilot Study of an e-Cohort to Monitor Adverse Event for Patient with Hip Prostheses from Clinical Data Warehouse
- FAIR Aspects of a Genomic Information Protection and Management System
- Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian
- One Digital Health Is FAIR
- Investigating the FAIR Equivalency in National Guidance in Health in Kenya
- Section III. FAIR and COVID-19 (and Other Infective Diseases) Research Data
- Transfer of Clinical Drug Data to a Research Infrastructure on OMOP - A FAIR Concept
- Beyond the FAIRness of COVID-19 Data: What about Quality?
- Fast Healthcare Interoperability Resources (FHIR) in a FAIR Metadata Registry for COVID-19 Research
- Improving the FAIRness of Health Studies in Germany: The German Central Health Study Hub COVID-19
- From EHR to EDC - The Experience at the Policlinico Hospital in Milan
- Towards FAIR Patient Reported Outcome: Application of the Interoperability Principle for Mobile Pandemic Apps
- Section IV. Metadata, Ontologies and Terminologies to Support Sharing of Health Research Data
- Automated Modeling of Clinical Narrative with High Definition Natural Language Processing Using Solor and Analysis Normal Form
- Distribution-Based Similarity Measures Applied to Laboratory Results Matching
- A Methodology for an Auto-Generated and Auto-Maintained HL7 FHIR OWL Ontology for Health Data Management
- Assessing Resolvability and Consistency in OBO Foundry Ontologies: Pilot Study
- Intelligent Integrative Platform for Sharing Heterogenuous Stem Cell Research Data
- Interoperability Standards for Data Sharing as a Basis to Fill in a Tailored EHR for Undiagnosed Rare Diseases
- Semantics Management for a Regional Health Information System in Italy by CTS2 and FHIR
- What Metadata? Defining Different Types of Digital Assets as Application Targets of Metadata in Clinical Research Informatics
- Section V. Paradigms to Share Health Research Data & Various Health Informatics Studies
- Making EHRs Reusable: A Common Framework of Data Operations
- Utilising the FOXS Stack for FAIR Architected Data Access
- Challenges and Experiences Extending the cBioPortal for Cancer Genomics to a Molecular Tumor Board Platform
- Deep Learning, a Not so Magical Problem Solver: A Case Study with Predicting the Complexity of Breast Cancer Cases
- Influence of Healthcare Organization Factors on Cardiovascular Diseases Mortality
- Are Semantic Annotators Able to Extract Relevant Complexity-Related Concepts from Clinical Notes?
- Chios Hospital Information System Assessment
- Changes in Users Trends Before and During the COVID-19 Pandemic on WHO's Online Learning Platform
- Network Analysis of COVID-19 Vaccine Misinformation on Social Media
- An Online Information Tool for Diabetic Retinopathy
- Subject Index
- Author Index
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