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Bernhard Pfeifer

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UMIT

Austria

Research Interests

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Professors in Austria

About

Bernhard Pfeifer is a University Professor at UMIT in Austria. His research interests include diabetes-related outcomes, the intersection of climate change and public health, and advancements in medical technology such as artificial intelligence in pathology and telemedicine. He has authored several recent articles that explore the implications of these areas on healthcare delivery and patient outcomes.

Recent Grants

Grant: Open

MOUNTADAPT

Open Date: 2024-05-01

Close Date: 2027-06-01

Grant: Close

Smart Fox

Open Date: 2024-03-01

Close Date: 2026-03-01

Grant: Open

DIH West 2.0

Open Date: 2024-01-01

Close Date: 2026-12-01

Grant: Close

Clinical Datawarehouse Tirol Kliniken

Open Date: 2023-08-01

Close Date: 2024-08-01

Grant: Close

Clinical Datawarehouse

Open Date: 2022-01-01

Close Date: 2023-06-01

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Collaborators (17)

Pietro G. Lacaita

AUSTRIA

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Angelika Rzepka

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Klaus Donsa

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Roman Crazzolara

Head of pediatric oncology

Medical University of Innsbruck

AUSTRIA

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Dieter Hayn

Senior Scientist

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Aaron Lauschensky

AIT Austrian Institute of Technology GmbH

AUSTRIA

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guenter schreier

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Lena Tschiderer

Associate Professor

Medical University of Innsbruck

AUSTRIA

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Axel Bauer

Chair / Head of Department

Medical University of Innsbruck

AUSTRIA

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Karl Kreiner

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Stefan Christoph Georg Richter

UMIT - Private Universität für Gesundheitswissenschaften, Medizinische Informatik und Technik

AUSTRIA

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Ambra Stefani

Medical University of Innsbruck

AUSTRIA

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Philipp Spitaler

Medical University of Innsbruck

AUSTRIA

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Herbert Formayer

Associate Professor

University of Natural Resources and Life Sciences Vienna

AUSTRIA

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Patrick Rockenschaub

Medical University of Innsbruck

AUSTRIA

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Gudrun M. Feuchtner

Medical University of Innsbruck

AUSTRIA

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Wolfgang Dichtl

wissenschaftlicher Mitarbeiter

Medical University of Innsbruck

AUSTRIA

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Bernhard Pfeifer

Research Interests

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About

Recent Grants

Articles (42)

Angiopoietin-2 and Growth Differentiation Factor-15 as Predictors of Device-Detected Atrial Fibrillation Burden

Bidirectional temporal association of device-detected atrial fibrillation and sleep apnea.

Agent-Based Model for Temperature and Precipitation-Dependent Population Dynamics of Aedes vexans.

An Agent-Based Cellular Automaton Platform for Simulating Climate-Driven Mosquito Vector Spread in Alpine Regions.

Conventional cardiac resynchronization therapy upgrading and its effect on functional mitral regurgitation in patients with pacing-induced cardiomyopathy.

Semantic Text Vectorization in Healthcare: Transformer-Based Foundations and Benefit Potentials.

Sleep Apnoea Variability in Pacemaker Patients: A Women-Predominant Phenotype.

Zero-Shot TNM Staging from German Pathology Reports Using Pre-Trained Transformer Models (BB-TEN).

Night-To-Night Variability in Sleep Apnea Is Associated With Persistence and Burden of Device-Detected Atrial Fibrillation.

Effects of family history and sex on diabetes-related outcome in type 2 diabetes - Analysis from the tyrolean diabetes registry.

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

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

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

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

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

Weather-Associated Variations of Device-Detected Severe Sleep Apnea in Cardiac Pacemaker Patients.

Higher Daily Temperature Is Associated With Prolonged Device-Detected Atrial Fibrillation Episodes.

Agent-Based Modeling Approach for Population Dynamics of the Biological Vector Aedes Aegypti.

Assisted therapy optimizing module to improve physician adhErence with guideLine-directed medical heart failure therapy rationale and design of the AMPEL trial.

Health Data Space Nodes for Privacy-Preserving Linkage of Medical Data to Support Collaborative Secondary Analyses

A Neuronal Network-Based Score Predicting Survival in Patients Undergoing Aortic Valve Intervention: The ABC-AS Score

CareNet Tyrol - Information System Success Assessment for Case & Care Management Service.

Exploring Opportunities for Clinical Data Warehouse Enhancement Through Data Catalog Integration.

HerzMobil Tirol PreOp - A Multidisciplinary Telemonitoring Project for Heart Failure Patients Prior to Cardiac Surgery.

Quality and Effectiveness of AI Tools for Students and Researchers for Scientific Literature Review and Analysis.

Telemedicine for Ketogenic Dietary Treatment in Refractory Epilepsy and Inherited Metabolic Disease: State of Play and Future Perspectives.

Towards an Electronic Health Prevention Record Based on HL7 FHIR and the OMOP Common Data Model.

Understanding IT in Healthcare: Relevance and Training Needs of IT in Private Medical Practice.

Unveiling the Surge: A Comprehensive Analysis of the Stimulating Impact of the Covid-19 Pandemic on Telemedicine and Its Academic Landscape.

Validation Against Polysomnography of a Transthoracic Impedance Sensor for Screening of Sleep Apnea in Heart Failure Patients: A Pooled Analysis of AIRLESS and UPGRADE.

Telemedicine-assisted exercise program (TAEP) for coronary heart disease

Advancing Clinical Information Systems: Harnessing Telemedicine, Data Science, and AI for Enhanced and More Precise Healthcare Delivery.

Integrated Telehealth Infrastructure for Ambulatory Stroke Pathway Tyrol.

Visualization of the SyncAV® Algorithm for CRT Optimization by Non-invasive Imaging of Cardiac Electrophysiology: NICE-CRT Trial

Can virtual care reduce treatment burden in pediatric leukemia? A retrospective cost analysis.

Classification of Clinical Notes from a Heart Failure Telehealth Network.

Impact of Professional Background on Inter-Annotator Variability and Accuracy During Annotation of Clinical Notes.

Making a Virtue of Necessity - A Highly Structured Clinical Data Warehouse as the Source of Assured Truth in a Hospital.

Telemedicine Research from Big Bang to 2022.

The Surviral Epidemiological Early Warning System Tyrol Dashboard - System, Functionality and Findings.

Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients.

COVID-19 and its continuing burden after 12 months: a longitudinal observational prospective multicentre trial.

Collaborators (17)

Pietro G. Lacaita

Angelika Rzepka

Klaus Donsa

Roman Crazzolara

Dieter Hayn

Aaron Lauschensky

guenter schreier

Lena Tschiderer

Axel Bauer

Karl Kreiner

Stefan Christoph Georg Richter

Ambra Stefani

Philipp Spitaler

Herbert Formayer

Patrick Rockenschaub

Gudrun M. Feuchtner

Wolfgang Dichtl

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