dHealth 2020

Conference Proceedings

Health Informatics Meets Digital Health

Günter Schreier^1,2, Dieter Hayn¹, Alphons Eggerth^1,2

1 AIT Austrian Institute of Technology, Austria

2 Graz University of Technology, Austria

Scientific Papers

Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction

Bernhard ENGLMAIR¹, Christoph LEITNER^1,2 and Christian BAUMGARTNER¹

1 Institute of Health Care Engineering with European Testing Center of Medical Devices, Graz University of Technology, Graz, Austria

2 Institute of Sport Science, University of Graz, Graz, Austria

Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology

Sara STOPPACHER¹, Susanne SCHERUEBEL², Muammer ÜÇAL³, Karin KORNMÜLLER², Eric GŁOWACKI⁴, Rainer SCHINDL², Niroj SHRESTHA², Tony SCHMIDT², Christian BAUMGARTNER¹ and Theresa RIENMÜLLER¹

1 Institute of Health Care Engineering with European Testing Center of Medical Devices, Graz University of Technology, Graz, Austria

2 Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Division of Biophysics, Medical University of Graz, Graz, Austria

3 Department of Neurosurgery, Medical University of Graz, Graz, Austria

4 Laboratory of Organic Electronics, Linköping University, Linköping, Sweden

Reusing Data of an EU-Wide EHR System for Clinical Trials: A Capabilities Analysis

Barbora KANKOVA¹ and Georg DUFTSCHMID¹

1 Section of Medical Information Management, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria

Encoding of Numerical Data for Privacy-Preserving Record Linkage

Lea DEMELIUS^1,2, Karl KREINER², Dieter HAYN², Michael NITZLNADER² and Günter SCHREIER^1,2

1 Graz University of Technology, Graz, Austria

2 AIT Austrian Institute of Technology, Graz / Hall in Tyrol, Austria

Multivariable Risk Prediction of Dysphagia in Hospitalized Patients Using Machine Learning

Anna Maria LIENHART¹, Diether KRAMER¹, Stefanie JAUK¹, Markus GUGATSCHKA², Werner LEODOLTER¹ and Thomas SCHLEGL³

1 Styrian Hospitals Limited Liability Company (KAGes), Graz, Austria

2 Division of Phoniatrics, Medical University of Graz, Austria

3 University of Applied Sciences St. Pölten, Austria

Identification and Quantification of Oxidized Lipids in LC-MS Lipidomics Data

Christoph A. KRETTLER¹, Jürgen HARTLER² and Gerhard G. THALLINGER¹,

1 Institute of Computational Biotechnology, Graz University of Technology, Austria

2 Department of Pharmacology, University of California San Diego, USA

Concept for Visualisation of Guideline Adherence of Medication Prescriptions in a Heart Failure Telehealth System

Aaron LAUSCHENSKY^1,2, Dieter HAYN¹, Alphons EGGERTH^1,2, Robert MODRE-OSPRIAN¹, Bernhard PFEIFER^1,3, Tim EGELSEER-BRÜNDL³, Gerhard PÖLZL⁴ and Günter SCHREIER^1,2

1 AIT Austrian Institute of Technology, Graz, Austria

2 Institute of Neural Engineering, Graz University of Technology, Graz, Austria

3 Landesinstitut für Integrierte Versorgung – LIV Tirol, Innsbruck, Austria

4 Department of Internal Medicine III, Cardiology and Angiology, Medical University Innsbruck, Innsbruck, Austria

Managing Alternative Patient Appointments Using P-Graph Methodology

Zoltán SÜLE¹, János BAUMGARTNER¹ and Ágnes VATHY-FOGARASSY¹

1 Department of Computer Science and Systems Technology, University of Pannonia, Hungary

An Evaluation of Telemedicine Systems in Patient-Centred Care Teams

Berglind F. SMARADOTTIR^1,2,3 and Rune W. FENSLI ¹

1 Department of ICT, University of Agder, Grimstad, Norway

2 Clinical Research Department, Sørlandet Hospital, Kristiansand, Norway

3 Norwegian Centre for E-health Research, Tromsø, Norway

Learning Analytics and the Community of Inquiry: Indicators to Analyze and Visualize Online-Based Learning

Elske AMMENWERTH¹, Michael NETZER¹ and Werner O. HACKL¹

1 Institute of Medical Informatics, UMIT – Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria

Optimized Patients’ Length of Hospital Stay With Interventions Based on Health Information Technology: A Review Study

Tayebeh BANIASADI¹, Mehdi HASSANIAZAD², Sharareh R. NIAKAN KALHORI¹, Mehraban SHAHI³ and Marjan GHAZISAEEDI^1,4

1 Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran

2 Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran

3 Department of Health Information Technology, Faculty of Para-Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran

4 Evidence Based Medicine Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran

Comparing Monitoring Results of Two Motion Trackers for Geriatric Patients

Amelie ALTENBUCHNER¹, Vanessa MÜCKE¹ and Sonja HAUG¹

1 Institute for Social Research and Technology Assessment (IST), Ostbayerische Technische Hochschule Regensburg (OTH), Germany

Surgical Patients Follow-Up by Smartphone-Based Applications: A Systematic Literature Review

Tayebeh BANIASADI¹, Marjan GHAZISAEEDI¹, Mehdi HASSANIAZAD², Sharareh R. NIAKAN KALHORI¹, Mehraban SHAHI³ and Marzieh ESMAEILI¹

1 Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran

2 Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran

3 Department of Health Information Technology, Faculty of Para-Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran

Telemedical Concepts for Heart Failure Patients Treated With a Wearable Cardioverter Defibrillator

Nils REISS¹, Thomas SCHMIDT¹, Jan-Dirk HOFFMANN¹, Steffen KUNZENDORF², Georg LUEGMAIR³, Tobias TRÖGER³, Christian BUJ⁴ and Frerk MÜLLER – VON ASCHWEGE⁴

1 Schüchtermann-Klinik Bad Rothenfelde, Bad Rothenfelde, Germany

2 Tech2go Mobile Systems GmbH, Hamburg, Germany

3 Corscience GmbH & Co. KG, Erlangen, Germany

4 OFFIS e.V. – Institute for Information Technology, Oldenburg, Germany

Comparison of Formative Evaluation Methods in the Usability Process on the Example of a Medical App

Michael SCHOLTES¹, Katharina NOLL¹, Keywan SOHRABI¹ and Volker GROSS¹

1 TH Mittelhessen University of Applied Sciences – Faculty of Health Sciences, Wiesenstraße 14, 35390 Gießen, Germany

Towards Process Mining in Radiology: Utilization of IHE SOLE

Emmanuel HELM¹

1 University of Applied Sciences Upper Austria, Research Department for Advanced Information Systems and Technology, 4232 Hagenberg, Austria

FHIR Analytics – Pragmatic Review of Recent Studies

Lukas HUBER^1,2, Thomas HONEDER² and Werner O. HACKL²

1 UMIT Tirol, IIG, Hall in Tirol, Austria

2 FH Kufstein Tirol, Kufstein, Austria

A Supporting Platform for Comprehensive Geriatric Assessment and Multi-Modal Tailored Interventions

Jose BARAMBONES¹, Ismael GONZÁLEZ-OVIEDO¹, Cristian MORAL¹, Xavier FERRɹ and Elena VILLALBA-MORA^1,2

1 Centre for Biomedical Technology, Universidad Politécnica de Madrid, Spain

2 Biomedical Research Networking Centre in Bioengineering Biomaterials and Nanomedicine (CIBER-BBN)

Applying the FAIR Data Principles to the Registry of Vascular Anomalies (VASCA)

Bruna DOS SANTOS VIEIRA¹, Karlijn GROENEN¹, P.A.C. ‘T HOEN¹, Annika JACOBSEN², Marco ROOS², Rajaram KALIYAPERUMAL², Martijn KERSLOOT^3,4, Ronald CORNET³ and Leo SCHULTZE KOOL^1,5

1 Radboud University Medical Center, Nijmegen, Netherlands

2 Leiden University Medical Center, Leiden, Netherlands

3 Amsterdam University Medical Center, Netherlands

4 Castor EDC, Amsterdam, Netherlands

5 VASCERN VASCA European Reference Centre

Children Immunization App (CImA), Low-Cost Digital Solution for Supporting Syrian Refugees in Zaatari Camp in Jordan – General Description

Ziad EL-KHATIB^1,2, Soha EL-HALABI¹, Mohamad ABU KHDEIR³ and Yousef S. KHADER²

1 Karolinska Institutet, Sweden

2 Jordan University of Science and Technology (JUST), Jordan

3 Mafraq Surveillance Unit, Ministry of Health, Jordan

Evaluating Performance and Interpretability of Machine Learning Methods for Predicting Delirium in Gerontopsychiatric Patients

Michael NETZER¹, Werner O. HACKL¹, Michael SCHALLER¹, Lisa ALBER², Josef MARKSTEINER³ and Elske AMMENWERTH¹

1 Institute of Medical Informatics, Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria

2 Nursing Management Board, Tyrolean Federal Hospitals, Innsbruck, Austria

3 Department of Psychiatry and Psychotherapy A, State Hospital Hall, Hall in Tirol, Austria

A Systematic Approach to Quality Requirement Management in Medical Software

Karin MESSER-MISAK¹, Jeroen S. DE BRUIN¹ and Sten HANKE¹

1 Institute eHealth, Department of Applied Computer Sciences, FH Joanneum University of Applied Sciences GmbH, Graz, Austria

A Digital Health Coach for Younger Seniors – User Centred Requirements Collection

Marten SCHMIED¹, Irina IGERC¹ and Cornelia SCHNEIDER²

1 General Health & Care, FH Wiener Neustadt, Austria

2 Institute of Computer Science, FH Wiener Neustadt, Austria

Nurses’ Viewpoints on Barriers and Facilitators to Use Hospital Information Systems

Nasim HASHEMI¹, Somayeh MALEKZADEH¹, Niyoosha-sadat HASHEMI² and Abbas SHEIKHTAHERI³

1 Iranian Social Security Organization, Tehran, Iran

2 Student, Islamic Azad University, Tehran North Branch, Tehran, Iran

3 Health Management and Economics Research Center, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran

The Base Frame of the Algerian E-Health System: Methodology to Select the IHE Integration Profiles and the Standards to Control Interoperability

Moufida AOUACHRIA^1,2, Mustapha AOUACHE¹ and Idir OUDJOUDI¹

1 Télécom, Centre de Développement des Technologies Avancées – CDTA, PO. Box 17 Baba-Hassen, Algiers 16303, Algeria.

2 Département d’Informatique, Université de Batna -2-, Batna, Algeria.

Effects of Using Hospital Information Systems on Nurses’ Individual Performance: A Study on Influential Factors

Abbas SHEIKHTAHERI¹, Somayeh MALEKZADEH², Niyoosha-sadat HASHEMI³ and Nasim HASHEMI²

1 Health Management and Economics Research Center, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran

2 Iranian Social Security Organization, Tehran, Iran

3 Student, Islamic Azad University, Tehran North Branch, Tehran, Iran

How to Motivate Children With Severe Disabilities to Adhere to Their Therapy?

Stephan NÜSSLI¹, Thierry SCHMIDT¹ and Kerstin DENECKE¹

1 Bern University of Applied Sciences, Biel, Switzerland

The Status Quo of Rare Diseases Centres for the Development of a Clinical Decision Support System – a Cross-Sectional Study

Jannik SCHAAF¹, Martin SEDLMAYR², Hans-Ulrich PROKOSCH³, Thomas GANSLANDT⁴, Carmen SCHADE-BRITTINGER⁵, Michael VON WAGNER⁶, Dennis KADIOGLU¹, Katharina SCHUBERT⁷, Min Ae LEE-KIRSCH⁸, Bernhard K. KRAEMER⁹, Beate WINNER¹⁰, Tobias MUELLER¹¹, Juergen R. SCHAEFER¹¹, Thomas O. F. WAGNER¹², Leena BRUCKNER-TUDERMAN¹³, Oliver TUESCHER¹⁴, Martin BOEKER¹⁵ and Holger STORF¹

1 Medical Informatics Group, University Hospital Frankfurt, Frankfurt, Germany

2 Institute for Medical Informatics and Biometry, Carl Gustav Carus Faculty of Medicine, Technical University of Dresden, Dresden, Germany

3 Chair of Medical Informatics, Department of Medical Informatics, Biometrics and Epidemiology, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany

4 Heinrich-Lanz-Centre for Digital Health, Department of Biomedical Informatics, University Medicine Mannheim, Mannheim, Germany

5 Chair of the Coordinating Centre for Clinical Trials, Philipps University Marburg, Marburg, Germany

6 Executive Department for Medical IT-Systems and Digitalisation, University Hospital Frankfurt, Frankfurt, Germany

7 Central German Competence Network for Rare Diseases, University Hospitals Magdeburg & Halle, Germany

8 University Centre for Rare Diseases, University Hospital Carl Gustav Carus Dresden, Dresden, Germany

9 Mannheim Centre for Rare Diseases, University Medicine Mannheim, Medical Faculty Mannheim of the University of Heidelberg, Mannheim, Germany

10 Centre for Rare Diseases Erlangen, University Hospital Erlangen, Erlangen, Germany

11 Centre for undiagnosed and rare diseases, University Hospital Gießen and Marburg, Marburg, Germany

12 Frankfurt Reference Centre for Rare Diseases, University Hospital Frankfurt, Frankfurt, Germany

13 Freiburg Centre for Rare Diseases, Medical Faculty and Medical Centre – University of Freiburg, Freiburg, Germany

14 Centre for Rare Diseases of the Nervous System, University Medicine Mainz, Mainz, Germany

15 Institute of Medical Biometry and Statistics, Medical Faculty and Medical Centre – University of Freiburg, Freiburg, Germany

Cerebral Autoregulation Monitoring and Online Arden Syntax Clinical Decision Support for the Treatment of Intracranial Hypertension in Children With Traumatic Brain Injury

Sergei B. ARSENIEV¹, Valeri G. AMCHESLAVSKY¹, Valeri I. LUKIANOV¹, Irina A. KOLIKHALKINA¹, Andrea RAPPELSBERGER² and Klaus-Peter ADLASSNIG^2,3

1 Clinical and Research Institute for Emergency Pediatric Surgery and Trauma (CRIEPST), 119180, Moscow, Bolshaya Polyanka 22, Russian Federation

2 Section for Artificial Intelligence and Decision Support, Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, A-1090 Vienna, Austria

3 Medexter Healthcare GmbH, Borschkegasse 7/5, A-1090 Vienna, Austria

Exploring Methods of Implementing Arden Syntax for CDS Hooks

Jeroen S. de BRUIN¹, Andrea RAPPELSBERGER², Klaus-Peter ADLASSNIG^2,3 and Jakub GAWRYLKOWICZ^3,4

1 Institute eHealth, Department of Applied Computer Sciences, FH Joanneum University of Applied Sciences GmbH, Graz, Austria

2 Section for Artificial Intelligence and Decision Support, Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Austria

3 Medexter Healthcare GmbH, Vienna, Austria

4 University of Vienna, Informatics Studies, Vienna, Austria

Assessing and Improving the Usability of the Medical Data Models Portal

Daniel REICHENPFADER¹, Robin GLAUSER², Martin DUGAS³ and Kerstin DENECKE²

1 FH Joanneum, Graz, Austria

2 Bern University of Applied Sciences, Biel, Switzerland

3 University of Münster, Münster, Germany

Medication Apps – a Systematic Search and Classification

Alexander DEGELSEGGER­-MÁRQUEZ¹, Kathrin TRUNNER¹ and Brigitte PISO¹

1 Gesundheit Österreich GmbH (GOeG, Austrian Public Health Institute)

A Computer Model for Patient Individual Parametrizing of Ventricular Tachycardia Termination Algorithms

Bernhard PFEIFER^1,2,3, Robert MODRE-OSPRIAN¹, Peter KASTNER¹, Friedrich HANSER³, Clemens RISSBACHER² and Daniel BAUMGARTEN³

1 Austrian Institute of Technology, Center for Health & Bioresources, Digital Health Information Systems, Hall in Tirol / Vienna, Austria

2 Landesinstitut für Integrierte Versorgung, Tirol Kliniken GmbH, Bürgerstrasse 15, Innsbruck, Austria

3 Institute of Electrical and Biomedical Engineering, UMIT – Private University for Health Sciences, Medical Informatics and Technology, Eduard Wallnöfer Zentrum 1, Hall in Tirol, Austria

Stakeholder Perspectives on the Key Components of a Digital Service Platform Supporting Dementia – digiDEM Bayern

Michael REICHOLD¹, Nikolas DIETZEL², Linda KARRER², Elmar GRAESSEL³, Peter L. KOLOMINSKY-RABAS² and Hans-Ulrich PROKOSCH¹

1 Chair of Medical Informatics, Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Germany

2 Interdisciplinary Center for Health Technology Assessment (HTA) and Public Health (IZPH), Friedrich-Alexander University Erlangen-Nürnberg (FAU), Germany

3 Center for Health Services Research in Medicine, Department of Psychiatry and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Germany

The Efficiency of Different Distance Metrics for Keyword-Based Search in Medical Documents: A Short Case Study

Ágnes VATHY-FOGARASSY¹, Szabolcs SZEKÉR¹, Balázs SZOLÁR¹ and György FOGARASSY²

1 Department of Computer Science and Systems Technology, University of Pannonia, Hungary

2 State Hospital for Cardiology, Hungary

Implementing National Electronic Health Records in Nursing Homes in Tyrol: A Nursing Management Perspective

Michael SCHALLER¹, Verena DORNAUER¹, Werner O. HACKL¹, Georg LECHLEITNER², Marko ÜBEREGGER² and Elske AMMENWERTH¹

1 Institute of Medical Informatics, UMIT – Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria

2 Department of Information Technology, Tirol Kliniken GmbH, Innsbruck, Austria

Experimenting With Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data

Martin BAUMGARTNER¹, Alphons EGGERTH¹, Andreas ZIEGL¹, Dieter HAYN¹ and Günter SCHREIER¹

1 AIT Austrian Institute of Technology, Graz / Vienna, Austria

Mobile Robotic Telepresence Between Hospital and School: Lessons Learned

Michael SCHMUCKER¹, Andreas REISWICH¹, Carina PFEIFER¹, Valérie DE MEY¹ and Martin HAAG¹

1 GECKO Institute, Heilbronn University of Applied Sciences, Heilbronn, Germany

Improving Medical Risk Management Using Automotive Standards

Alastair WALKER¹

1 Lorit Consultancy GmbH, Salzburg, Austria

Evaluation of Different Learning Algorithms of Neural Networks for Drug Dosing Recommendations in Pediatrics

Wolfgang RÖDLE¹, Deniz CALISKAN¹, Hans-Ulrich PROKOSCH¹ and Stefan KRAUS¹

1 Chair of Medical Informatics, Friedrich-Alexander University Erlangen-Nürnberg