
Decision Support Systems and Education
Description
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This book presents the 52 full papers (accepted from 95 initial submissions) delivered at the Special Topic Conference of the European Federation for Medical Informatics (EFMI STC 2018), held in Zagreb, Croatia, on 15 and 16 October 2018. The EFMI STC is one of Europe`s leading conferences for the sharing of current professional and scientific knowledge in health informatics processes, and the topics covered here have been broadly divided into two sections; decision support and education.
Offering an overview of current medical informatics research, this book will undoubtedly prove invaluable for the professional development of healthcare practitioners, as well as contributing to knowledge sustainability within the field of medical informatics.
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Content
- Intro
- Title Page
- Preface
- List of Reviewers for STC 2018
- Contents
- Section A. Decision Support Systems
- Section A.1. Data Science, Big Data Analytics, Data Visualization, Geographic Information Systems and Statistical Inference to Support Decision-Making
- Twister: A Tool for Reducing Screening Time in Systematic Literature Reviews
- Caveats for the Use of the Active Problem List as Ground Truth for Decision Support
- Secondary Use of Healthcare Structured Data: The Challenge of Domain-Knowledge Based Extraction of Features
- Terminology Coverage from Semantic Annotated Health Documents
- Enhancing Nationwide Medico-Administrative Databases Analysis with SAF4SUHAD: A Statistical Analysis Framework for Secondary Use of Healthcare Administrative Databases
- KITE: An Analytics Platform for Multimorbidity Management
- Development of a Secure Cross-Institutional Data Collection System Based on Distributed Standardized EMR Storage
- Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System
- Designing a Coding Data Warehouse to Support and Enhance Medical Act Coding
- Comparison of Changes in the Number of Included Patients Between Interventional Trials and Observational Studies Published from 1995 to 2014 in Three Leading Journals
- Types of Data Clarify Senses of Data Processing Purpose in Health Care
- Common Data Models (CDMs) to Enhance International Big Data Analytics: A Diabetes Use Case to Compare Three CDMs
- Ontologies in Big Health Data Analytics: Application to Routine Clinical Data
- Bridging Clinical and Social Determinants of Health Using Unstructured Data
- Phenotyping Obstructive Sleep Apnea Patients: A First Approach to Cluster Visualization
- Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children
- Section A.2. Decision Support Systems in Hospitals and Primary Healthcare
- Process Analysis and Decision Support Tools in Parenteral Nutrition in Children
- Integral Homeostasis Index in a Decision Support System for the Assessment and Prediction of the Clinical Condition of Children with Severe Mechanical Trauma
- Harnessing Ontologies to Improve Prescription in Pediatric Medicine
- Data Reuse Through Anesthesia Data Warehouse: Searching for New Use Contexts
- Development of an Automatic Coding System for Digestive Endoscopies
- Enhancing CDSS Alert Appropriateness in Clinical Workflow Using the Lean Method
- Design of InterFACE: A Tool to Improve Collaborative Work and Decision Making During Rescucitation
- Model of Decision Making Support for a Doctor in the Treatment of an Oncosurgical Patient in a Hospital
- The Impact of Telementoring
- Preference-Sensitive Apomediative Decision Support Is Key to Facilitating Self-Produced Health
- Knowledge Formalization to Support Decision-Making in Heart Failure Treatment
- Intelligent Patient Flow Management System at a Primary Healthcare Center - The Effect on Service Use and Costs
- Computer Assisted Oswestry Disability Questionnaire Evaluation Using Fuzzy Inference Systems
- Section A.3. Innovative Decision-Making Methods and Technologies
- GDPR and Health Personal Data
- Tricks and Traps of Compliance
- A Concept for Improving Cross-Sector Care by a Mobile Patient Navigator App
- Implementing CDS Hooks Communication in an Arden-Syntax-Based Clinical Decision Support Platform
- Anonymized Distributed PHR Using Blockchain for Openness and Non-Repudiation Guarantee
- Towards an Evidence-Based Decision Support Tool for Management of Musculoskeletal Conditions
- Assessment of Decision Models for Hybrid Approaches
- A Speech Sound Disorder Screening System Database Structure
- Implementing Guideline-Based, Experience-Based, and Case-Based Approaches to Enrich Decision Support for the Management of Breast Cancer Patients in the DESIREE Project
- Biomedical Informatics Investigator
- Modular Knowledge-Based Decision Support System Dedicated to a Cooperative Decision to Prevent Cardiovascular Diseases
- Semantically Structured Web Form and Data Storage: A Generic Ontology-Driven Approach Applied to Breast Cancer
- Automatic Annotation Tool to Support Supervised Machine Learning for Scaphoid Fracture Detection
- Section B. Education
- Educational Landscape of Biomedical Informatics in Croatia: Who Are the Teachers and What Are Their Attitudes
- Similarity Detection Between Virtual Patients and Medical Curriculum Using R
- Curriculum Development of a Health Informatics Master Course in Understanding Technology
- Physical and Sedentary Activity Among Facebook Users in Croatia
- Specification and Description Language of Medical Activities
- Mixed Reality Supporting Modern Medical Education
- ADHD Mobile App Feasibility Test for Adults
- Team Competencies and Educational Threshold Concepts for Clinical Information Modelling
- Dual Purpose, Dual Audience: MCDA-Based Tools Can Simultaneously Support Personal Health Decisions and Educate Persons and Clinicians
- HIN - Health Issue Network as Means to Improve Case-Based Learning in Health Sciences Education
- Healthcare Informatics Project-Based Learning: An Example of a Technology Management Graduation Project Focusing on Veterinary Medicine
- Subject Index
- Author Index
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