Title Page

Visions and Bridges - Preface by the Editors

German Medical Data Sciences - Preamble by Ulrich Mansmann, President of GMDS

Reviewers for GMDS 2017

Contents

1. Teaching & Training

How to Teach Health IT Evaluation: Recommendations for Health IT Evaluation Courses

Developing and Evaluating Collaborative Online-Based Instructional Designs in Health Information Management

User Experience Evaluations in Rehabilitation Video Games for Children: A Systematic Mapping of the Literature

The Implementation of Medical Informatics in the National Competence Based Catalogue of Learning Objectives for Undergraduate Medical Education (NKLM)

2. Epidemiological Surveillance, Screening and Registration

Implications of Low Levels of the UV Index for Sun Protection

Routine Data Analyses to Compare Outpatient Depression Treatment Regimens

3. Research Methods

Standards-Based Procedural Phenotyping: The Arden Syntax on i2b2

On-The-Fly Query Translation Between i2b2 and Samply in the German Biobank Node (GBN) Prototypes

Evaluation of the IT Infrastructure of the RESIST Study with the Evidence-Based CIPROS Checklist

Analysis of Age and Gender Structures for ICD-10 Diagnoses in Outpatient Treatment Using Shannon's Entropy

Markov Model of the Outpatient Classification System Morbidity Related Groups (MRG)

4. IT Infrastructure for Biomedical Research/Data Integration Centers

IT Infrastructure for Biomedical Research in North-West Germany

Data Collection of Medication - Impact of Autocompletion in eCRFs on Efficiency and Data Quality

A Decentralized IT Architecture for Locating and Negotiating Access to Biobank Samples

Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports

Implementing a Data Management Platform for Longitudinal Health Research

A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2

Automated Transformation of CDISC ODM to OpenClinica

Proof-of-Concept Integration of Heterogeneous Biobank IT Infrastructures into a Hybrid Biobanking Network

5. Health Care Information Systems

Alarm Fatigue: Causes and Effects

IT Decision Making in German Hospitals - Do CEOs Open the Black Box?

Cognitive Performance of Users Is Affected by Electronic Handovers Depending on Role, Task and Human Factors

Technical Environment for Developing the SNIK Ontology of Information Management in Hospitals

Factors Influencing the Implementation and Distribution of Clinical Decision Support Systems (CDSS)

Disseminating a Standard for Medical Records in Emergency Departments Among Different Software Vendors Using HL7 CDA

Requirements Analysis for a Clinical Decision Support System Aiming at Improving the Artificial Nutrition of Critically Ill Patients

Antecedents of CIOs' Innovation Capability in Hospitals: Results of an Empirical Study

Identification of Measures and Indicators for the IT Security of Networked Medical Devices: A Delphi Study

Extending the Query Language of a Data Warehouse for Patient Recruitment

Implementation of Task-Tracking Software for Clinical IT Management

6. Interoperability - Standards, Terminologies, Classification

Expert2OWL: A Methodology for Pattern-Based Ontology Development

Light-Weighted Automatic Import of Standardized Ontologies into the Content Management System Drupal

Mapping Equivalence of German Emergency Department Medical Record Concepts with SNOMED CT After Implementation with HL7 CDA

From a Content Delivery Portal to a Knowledge Management System for Standardized Cancer Documentation

An Abstraction Layer to Facilitate Technical Interoperability Between Medical Records and Knowledge Modules

Analysis of Annotated Data Models for Improving Data Quality

7. Biomedical Informatics, Innovative Algorithms and Signal Processing

Optimizing a Query by Transformation and Expansion

Deep Learning for Magnetic Resonance Fingerprinting: A New Approach for Predicting Quantitative Parameter Values from Time Series

Evaluation of an Interactive Visualization Tool for the Interpretation of Pediatric Laboratory Test Results

Machine Learning Models of Post-Intubation Hypoxia During General Anesthesia

Considering Information Up-to-Dateness to Increase the Accuracy of Therapy Decision Support Systems

Processual Reasoning over Sequences of Situations in Endoscopic Surgery

Subject Index

Author Index