
German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine
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This book presents the proceedings of the 64th annual conference of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS 2019), held in Dortmund, Germany, from 8 - 11 September 2019. The theme of this year's conference is Shaping Change - Creative Solutions for Innovative Medicine, and the papers presented here focus on active participation in shaping change while ensuring that good scientific practice, evidence and regulation are not lost as a result of innovation. The book is divided into 8 sections: biostatistics; healthcare IT; interoperability - standards, classification, terminology; knowledge engineering and decision support; medical bioinformatics and systems biology; patient centered care; research infrastructure; and sociotechnical systems / usability and evaluation of healthcare IT.
The book will be of interest to all those facing the challenges posed by the ongoing revolution in medicine and healthcare.
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Content
- Intro
- Title Page
- Preface by the Congress Presidents
- Preface by the President of GMDS
- Preface for the 3rd Volume - Preface by the Editorial Board
- Reviewers for GMDS 2019
- Contents
- 1. Biostatistics
- Differential Item Functioning for Boys and Girls in a Screening Instrument for Attention Deficit Hyperactivity Disorder
- 2. Healthcare IT
- Diffusion Dynamics of Radiology IT - Systems in German Hospitals - A Bayesian Bass Model
- Designing a Framework of Components to Support Patient Engagement in Research
- Real-Time & Autonomous Data Transmission for Vital-Sign Telemonitoring: Requirements & Conceptualization
- 3. Interoperability - Standards, Classification, Terminology
- Towards a Core Set of Indicators for Data Quality of Registries
- Implementation of a HL7-CQL Engine Using the Graph Database Neo4J
- The Use of FHIR in Digital Health - A Review of the Scientific Literature
- Implementing LOINC - Current Status and Ongoing Work at a Medical University
- Verifying Data Integration Configurations for Semantical Correctness and Completeness
- Towards a Federation of Metadata Repositories: Addressing Technical Interoperability
- Standardizing Germany's Electronic Disease Management Program for Bronchial Asthma
- Semantically Annotated Metadata: Interconnecting Samply.MDR and MDM-Portal
- HL7 Version 2.x Goes FHIR
- 4. Knowledge Engineering and Decision Support
- Deep Learning Approaches Outperform Conventional Strategies in De-Identification of German Medical Reports
- Spreadsheet Model Generator (SMOG): A Lightweight Tool for Object-Spreadsheet Mapping
- Separating Procedures and Criteria in Computerized Clinical Guidelines - A 3-Layer Approach
- Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks
- A Visualisation and Extraction Tool for Time Series in the MIMIC III Database
- MedEx - Data Analytics for Medical Domain Experts in Real-Time
- Extending a Knowledge-Based System with Learning Capacity
- Using openEHR Archetypes for Automated Extraction of Numerical Information from Clinical Narratives
- Design and Concept of the SMITH Phenotyping Pipeline
- 5. Medical Bioinformatics and Systems Biology
- Reconstruction of Different Modes of WNT Dependent Protein Networks from Time Series Protein Quantification
- Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer
- 6. Patient Centered Care
- Supporting Blind and Visually Impaired Persons in Managing Their Medication
- How to Access Personal Health Records? Measuring the Intention to Use and the Perceived Usefulness of Two Different Technologies: A Randomised Controlled Study
- 7. Research Infrastructure
- Protecting Biomedical Data Against Attribute Disclosure
- Use of Emergency Departments by Frail Elderly Patients: Temporal Patterns and Case Complexity
- Dynamic Pocket Card for Implementing ISBAR in Shift Handover Communication
- Provenance for Biomedical Ontologies with RDF and Git
- Implementation of Emergency Department Performance Benchmarking Using R and LaTeX
- Moving Towards an EHR Data Quality Framework: The MIRACUM Approach
- A Privacy Preserving Approach to Feasibility Analyses on Distributed Data Sources in Biomedical Research
- In Search for Methods to Support Electronic Patient Recruitment in a Multi-ICU Clinical Trial
- 8. Sociotechnical Systems/Usability and Evaluation of Healthcare IT
- Alarm Fatigue: Using Alarm Data from a Patient Data Monitoring System on an Intensive Care Unit to Improve the Alarm Management
- Acceptance of mHealth Apps for Self-Management Among People with Hypertension
- Mental Workload Relating Health Information System - A Literature Review
- Development and Usability Analysis of a Multimedia eConsent Solution
- Subject Index
- Author Index
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