Proceedings of the 19th Health Informatics Meets Digital Health Conference

Martin Baumgartner¹, Dieter Hayn¹, Bernhard Pfeifer², Günter Schreier¹

1 AIT Austrian Institute of Technology, Austria

2 UMIT TIROL – Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria

Enhancing Malignancy Detection and Tumor Classification in Pathology Reports: A Comparative Evaluation of Large Language Models

Sabrina B. NEURURER, Hasan TAHA, Helmut MUEHLBOECK, Christoph HICKMANN, Patricia GSCHEIDLINGER, Stefan RICHTER, Martin DANLER, Werner O. HACKL, Marko UEBEREGGER, Marco SCHWEITZER and Bernhard PFEIFER

Development of a Synthetic Oncology Pathology Dataset for Large Language Model Evaluation in Medical Text Classification

Werner O. HACKL, Sabrina B. NEURURER, Stefan RICHTER, Hasan TAHA, Helmut MUEHLBOECK, Christoph HICKMANN, Patricia GSCHEIDLINGER, Martin DANLER, Marco SCHWEITZER, Marko UEBEREGGER and Bernhard PFEIFER

LLM-Driven Adjustments in Serious Games: A Feasibility Analysis

Ivana MOSTACHETTI, Andrea VITALI, Daniele REGAZZONI, Caterina RIZZI and Giovanni Pietro SALVI

Exploring the Potential of Non-Proprietary Language Models for Analysing Patient-Reported Experiences

Kerstin DENECKE

Acceptance and Usage of AI Applications in Health-Focused NGOs

Franziska HAUER, Maximilian SCHULTZ, Sonja HAUG and Karsten WEBER

From Concept to Practice: Unlocking the Potential of Digital Twins in Clinical Engineering

Jasmina LOZANOVIC and Maja PETROVIC

Federated Learning for Healthcare: Class Imbalance Mitigation and Feature Drift Detection

Jennifer ANDRES, Hannes HILBERGER, Sten HANKE and Markus BÖDENLER

Comparison of Algorithms for Artifact Detection of Perioperative Blood Pressure Data: A Retrospective Analysis

Melanie Maria KUHRN, Mathias MALECZEK, Daniel LAXAR, Lorenz KAPRAL, Yannic-Tomas ABULESZ, Christoph DIBIASI and Oliver KIMBERGER

REVIVAL - Digital PREMs Data Collection from Cancer Survivors

Dominic WILLI, Karin KENNEL, Kerstin DENECKE and Serge BIGNENS

Applying Machine Learning to Gait Analysis Data for Hip Osteoarthritis Diagnosis

Anna GHIDOTTI, Daniele REGAZZONI, Caterina RIZZI and Gennaro FIORENTINO

A Machine Learning-Based Risk Assessment Model for Poor Postoperative Pain Outcome

Claudia KAGERER, Stefanie JAUK, Diether KRAMER, Alexander AVIAN, Thomas NEUMANN, Maria SCHLÖGL and Andreas SANDNER-KIESLING

Classifying Type 2 Diabetes Using N-Glycan Profiling and Machine Learning Algorithms

Veronika GOMBAS, Rebeka TOROK, Marta VITAI, Laszlo KORANYI, Gabor JARVAS, Andras GUTTMAN and Agnes VATHY-FOGARASSY

Towards Improved Trial Recruitment Through Patient/Citizen-Driven Data Donation of Electronic Health Records in Austria

Sofia OVEJERO, Carolina BEZZI, Saskia HUBER, Julia HARRER, Aaron LAUSCHENSKY and Klaus DONSA

FOX BOXes as Fundamental Enablers for EHR-Standardised Data Sharing - Building the Austrian Health Data Donation Space

Klaus DONSA, Patrick MANGESIUS, Aaron LAUSCHENSKY, Martin BAUMGARTNER, Nikola TANJGA, Stefan BEYER, Günter SCHREIER and Karl KREINER

Extracting LOINC Codes from a Laboratory Information System’s Index: Addressing Semantic Interoperability with Web Scraping

Benjamin KINAST, Joshua WIEDEKOPF, Hannes ULRICH and Björn SCHREIWEIS

Harmonization of Electronic Medical Records for Federated Learning: Addressing Challenges in International Healthcare Collaborations

Lena LORENZER, Michael SCHREMPF, Stefanie JAUK, Stefan KALABAKOV, Gladys PIERRI, Kátia Mitiko Firmino SUZUKI, Hilton Vicente CÉSAR, Diether KRAMER, Paulo MAZZONCINI DE AZEVEDO-MARQUES and Peter RAINER

Personal Health Data Spaces in Decentralized Content-Addressable Storage Networks: An Alternative and Vital Contribution to Health Record Banks

Toomas KLEMENTI, Igor BOSSENKO and Gunnar PIHO

Assuring End-to-End Data Quality for Analytics on FHIR

Jasmin ZIEGLER, Clara FISCHER, Paul-Christian VOLKMER, Marcel ERPENBECK, Jonathan M. MANG, Thomas GANSLANDT, Hans-Ulrich PROKOSCH and Christian GULDEN

It’s All About Specific Features: Development of Prediction Models for Key Geriatric Risks Across Three Hospital Providers

Julian GUTHEIL, Philip STAMPFER and Diether KRAMER

Development of a Patient Dashboard in a Clinical Decision Support System for Primary Care

Michaela Christina NEFF, Jannik SCHAAF, Dania SCHÜTZE and Holger STORF

Developing a User-Centric System for Hospital-Onset Bacteremia Risk Assessment and Visualization: An Integrated Requirements Analysis Approach

Anna Thalea HOOGESTRAAT, Tadea SCHMITZ, Alexander V, Tom BAUMGARTL, Felix MÜLLER, Pascal BIERMANN, RISK PRINCIPE Study G, Tatiana VON LANDESBERGER and Antje WULFF

Knowledge Uncertainty Estimation for Reliable Clinical Decision Support: A Delirium Risk Prognosis Case Study

Adrian LINDENMEYER, Sai VEERANKI, Stefan FRANKE, Thomas NEUMUTH, Diether KRAMER and Daniel SCHNEIDER

A Neural Network for Atrial Fibrillation Detection via PPG

Rishad HOWLADER, Monika JURGEC, Andrea SCHIMANKO, Christopher DOHNAL, Anne BUSCH, Martin BAUMGARTNER, Fabian WIESMÜLLER, Aaron LAUSCHENSKY, Dieter HAYN and Günter SCHREIER

Outpatient Scheduling with Genetic Algorithm: The Power of Mutation Operators

Veronika GOMBÁS, Péter Bálint SCSIBRÁN, Tibor DULAI and Ágnes VATHY-FOGARASSY

Adherence to Guidelines Supported by Process Mining

Klaus ARTHOFER

A SMART on FHIR Conformant Infrastructure for Recording Patient Reported Outcomes Based on Open-Source Components

Yannick KÖRBER, Florian KATSCH, Tanja STAMM and Georg DUFTSCHMID

Identifying Caregiver Needs for EHR Functionalities: Insights from a Comprehensive Large Scale Nationwide Study

Daniela PICHLER, René BARANYI and Thomas GRECHENIG

Standardizing Heat-Related Diagnoses for Predictive Modeling in Healthcare

Jakob THIEL, Martin SEDLMAYR and Elisa HENKE

Climate Change, Vectors, and Public Health: Predicting Future Disease Risks in the Federal State Tyrol

Alexandra SCHWAIGER, Sabrina NEURURER, Werner O. HACKL, Hasan TAHA, Marco SCHWEITZER, Martin DANLER and Bernhard PFEIFER

Design of a Decision Support System for Chronic Pain Management to Support and Empower Nursing Professionals

Daiana Denisa DEMARCSEK, Barbara KRÖBER, Stefanie SCHRIEBL, Stephanie FREYDL, Bernhard NEUMAYER, Angela LIBISELLER, Philip STAMPER and Stefan HOCHWARTER

Requirements for an Instrument to Identify Context Factors for Enhancing Context Sensitivity in CDSS

Katharina SCHULER, Ian-C. JUNG, Maria ZERLIK, Martin SEDLMAYR and Brita SEDLMAYR

Virtual Reality with Moodle for Training in Telemedicine

Andrea CATTANEO, Anna SAVODELLI, Amin AMROUSSI, Maria Sofia CAVALLO, Debora PESENTI, Maria RAGAZZI, Cristian ROTA and Andrea VITALI

cMOOC Recommendations to Enhance AI Literacy Among Healthcare Professionals

Bianca BUCHGRABER-SCHNALZER, Marco TILLI, Rupert BEINHAUER, Waltraud JELINEK-KRICKL, Raphaele RAAB, Klaus LICHTENEGGER, Michael HAMMER, Gernot REISHOFER and Helmut RITSCHL

Integration of Digital Tools into Clinical Reasoning Education: A Rapid Review

Elske AMMENWERTH and Laura ZWAN

Nursing Informatics Education: Needs Analysis and Curriculum Design

Elske AMMENWERTH, Hadas LEWY, Walter DE CARO and Vered ROBINZON

Real-Time Communication Infrastructure for Mixed Reality in Home Care: A Comparative Case Report of Three Approaches

Cornelia SCHNEIDER, Philipp KOLMANN and Philipp RAMEDER

Shared Achievements: Exploring the Design of Gameful Collaborative Elements and Fostering Social Relatedness through Team Effort Contributions in a Social Physical Activity Application

Faith YOUNG, Dmitry ALEXANDROVSKY, Daniela WURHOFER, Eva-Maria KRAH and Jan D. SMEDDINCK

Active Waiting: Facilitating Short Bouts of Exercise During Idle Times for Promoting Physical Activity in Daily Living

Daniela WURHOFER, Magdelena MAISLINGER, Eva-Maria KRAH, Stefan T. KULNIK, Gunnar TREFF, Michael NEUDORFER, Faith YOUNG and Josef NIEBAUER

Evaluation of the “ActiveWaiting App”: A Waitlist-Control Pilot Study

Andrea GREISBERGER, Daniela WURHOFER, Alireza FATEHI, Jan David SMEDDNICK and Stefan Tino KULNIK

Mobile Health Technology in Physiotherapy and Occupational Therapy for People with Multiple Sclerosis: An Exploratory Field Study

Stefan Tino KULNIK, Belinda BÖHM, Isabel HÖPPCHEN, Antonia LINDNER, Lisa SEIRINGER, Daniela WURHOFER, Ferdinand OTTO and Peter WIPFLER

Using a Logic Model to Explore Seniors' Interactions with a Coaching Robot

Michelle BINDEL, Markus SCHWAIGER, Elske AMMENWERTH and Cornelia SCHNEIDER

A Learning Agent for Stress Multi-Level Diagnostics, Personalised Stress Profiles and Interventions in the Work Context

Oliver JUNG, Mathias SCHMOIGL-TONIS, Christoph SCHRANZ, Beatrix Julia KUNAS, Anton-Rupert LAIREITER, Julian MEHLIS and Michael BEER

Application of Micro Design Patterns in Co-Design Workshops Using PROM Visualizations as an Example

Maria ZERLIK, Ian-C. JUNG, Katharina SCHULER and Caroline GLATHE

Empowering Nursing Care Through Digital Innovation

Renate NANTSCHEV, Eva ZOEBINGER, Angela LIBISELLER, Mirna BAN, Denise WILFLING and Katharina LICHTENEGGER

Monitoring Respiratory Rehabilitation with YOLO Pose: Usability and Accuracy Assessment of a Mobile App for Spirometer Tracking

Davide FERRARI, Pietro BELOTTI, Andrea FORCELLA, Lorenzo LECCHI, Nicola SANA, Silvia MARIANI, Giovanni MARCHETTO and Andrea VITALI

Exploring Serious Games Within the Physio and Ergotherapeutic Usage: Insights into their Acceptance Based on Actual Applications

René BARANYI, Katharina WEINDL, Christoph AIGNER, Carina ARNBERGER, Dominik HOELBLING, Werner HOERNER and Thomas GRECHENIG

A Preliminary Evaluation of a VR Application for Associative Memory and Cognitive Rehabilitation

Prince AMPOFO, Andrea VITALI, Francesca MORGANTI, Caterina RIZZI and Daniele REGAZZONI

Needs Assessment for an Assistance System for the Visually Impaired and Blind in Climbing and Bouldering

Felicitas BRAUN, Jana STADLBAUER, Sonja HAUG and Viola SCHNEIDER

Establishing FHIR Appointment Management in a Daycare Unit for Eating Disorders

Angelika RZEPKA, Kerstin RUDOLF, Dalia HAEMMERLE, Kurt EDEGGER, Patrick MAYR, Christine BRUGGER, Nina BAUMGARTNER, Peter KASTNER and Günter SCHREIER

Telemedicine for Ketogenic Dietary Treatment in Epilepsy and Inherited Metabolic Diseases: Survey of Health Care Professionals

Alexander HÖLLER, Anna Katharina SCHÖNLAUB, Charlotte UHLISCH, Paul KLINGLER, Stefan WELTE, Bernhard PFEIFER, Günter SCHREIER, Sabine SCHOLL-BÜRGI and Anastasia MALE-DRESSLER

VIDi - A Build-Measure-Learn Honed Visualization of the International Patient Summary

Nikola TANJGA and Hannah VINATZER

Evolution of the COVID-19 Pandemic and its Impact on Potential Sick Leave in the Federal State of Tyrol

Sabrina B. NEURURER, Alexandra SCHWAIGER, Werner O. HACKL, Hasan TAHA, Marco SCHWEITZER, Andreas WALKER, Martin DANLER and Bernhard PFEIFER

Towards the Austrian Patient Summary: Standards and Cross-Border Integration

Emmanuel HELM, Gabriel KLEINOSCHEG and Birgit SCHOLZ

Prototype Development of a FHIR-based Electronic Patient Care Report App to Support Paramedics in Rwanda

Bianca BUCHGRABER-SCHNALZER, Hannes HILBERGER, Simone HUBER, Theresa WEITLANER, Rebecca THOMAS and Roland MAIER

Transforming Infectious Waste Management Through Digital Dashboards: The Napalai Hospital Experience, Thailand

Siwaporn CHIMPHOKLANG, Jindawan WIBULOUTAI, Saowaluk SEEDAKETb Ruchakron KONGMANT, Le Ke NGHIEP and Niruwan TURNBULL

IT-Report Healthcare: Measuring the long run to information continuity across settings

Jana STRATE, Annika HERING, Jan-David LIEBE and Ursula H. HÜBNER