Markus Kreuzthaler

According to our database, Markus Kreuzthaler authored at least 49 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies.

Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler

BMC Medical Informatics Decis. Mak., December, 2024

Disambiguation of acronyms in clinical narratives with large language models.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

J. Am. Medical Informatics Assoc., 2024

Federated unsupervised random forest for privacy-preserving patient stratification.

Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler

CoRR, 2024

Large Language Models for Clinical Text Cleansing Enhance Medical Concept Normalization.

Akhila Abdulnazar, Roland Roller, Stefan Schulz, Markus Kreuzthaler

IEEE Access, 2024

Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

From Clinical Information Systems to Personalized Health Knowledge Graphs.

Sareh Aghaei Dinani, Remzi Celebi, Markus Kreuzthaler, Stefan Schulz

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Tumor Board Visualization: Integrating Clinical and Laboratory Insights.

Akhila Abdulnazar, Markus Kreuzthaler, Stefan Schulz, Barbara Prietl, Laurin Herbsthofer

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Sequence-Model-Based Medication Extraction from Clinical Narratives in German.

Vishakha Sharma, Andreas Thalhammer, Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data.

Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Embedding-based terminology expansion via secondary use of large clinical real-world datasets.

Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler

J. Biomed. Informatics, November, 2023

Data-Driven Identification of Clinical Real-World Expressions Linked to ICD.

Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment.

Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

SapBERT-Based Medical Concept Normalization Using SNOMED CT.

Akhila Abdulnazar, Markus Kreuzthaler, Roland Roller, Stefan Schulz

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Clustering Similar Diagnosis Terms.

Stefan Schulz, Akhila Abdulnazar, Markus Kreuzthaler

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Towards Principles of Ontology-Based Annotation of Clinical Narratives.

Stefan Schulz, Warren Del-Pinto, Lifeng Han, Markus Kreuzthaler, Sareh Aghaei Dinani, Goran Nenadic

Proceedings of the International Conference on Biomedical Ontologies 2023 together with the Workshop on Ontologies for Infectious and Immune-Mediated Disease Data Science (OIIDDS 2023) and the FAIR Ontology Harmonization and TRUST Data Interoperability Workshop (FOHTI 2023), Brasília, Brazil, August 28, 2023

Clinical Acronym Disambiguation via ChatGPT and BING.

Amila Kugic, Markus Kreuzthaler, Stefan Schulz

Proceedings of the Telehealth Ecosystems in Practice, 2023

Identification of Non-Lexical Content in Croatian Health Forum Entries.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Overview of Existing Tools for Extracting Health and Fitness Data from mHealth Apps.

Mohamed Khaled, Mahdi Sareban, Markus Kreuzthaler, Stefan Schulz, Rada Hussein

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures.

Amila Kugic, Leon Magnus Pojian, Larissa Marije Hammer, Stefan Schulz, Markus Kreuzthaler

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets.

Markus Kreuzthaler, Bastian Pfeifer, Stefan Schulz

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021

Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment.

Markus Kreuzthaler, Stefan Schulz

CoRR, 2021

2020

Character-Level Neural Language Modelling in the Clinical Domain.

Markus Kreuzthaler, Michel Oleynik, Stefan Schulz

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary.

Stefan Schulz, Larissa Hammer, David Hashemian Nik, Markus Kreuzthaler

Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020

2019

EHR problem list clustering for improved topic-space navigation.

Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz

BMC Medical Informatics Decis. Mak., 2019

Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification.

Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler

J. Am. Medical Informatics Assoc., 2019

Supervised ICD Code Assignment to Short Clinical Problem List Entries.

José Antonio Vera Ramos, Markus Kreuzthaler, Stefan Schulz

Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

2018

Problem List Clustering for Improved Patient-Based Disease Perception.

Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

EHR Text Categorization for Enhanced Patient-Based Document Navigation.

Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz

Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

2017

Unsupervised Abbreviation Expansion in Clinical Narratives.

Michel Oleynik, Markus Kreuzthaler, Stefan Schulz

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Basics of a Drug Ontology for Annotations of Clinical Narratives.

Zdenko Kasác, Catalina Martínez-Costa, Markus Kreuzthaler, Stefan Schulz

Proceedings of the Joint Ontology Workshops 2017 Episode 3: The Tyrolean Autumn of Ontology, 2017

Semantic Technologies for Re-Use of Clinical Routine Data.

Markus Kreuzthaler, Catalina Martínez-Costa, Peter Kaiser, Stefan Schulz

Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

2016

MapReduce in the Cloud: A Use Case Study for Efficient Co-Occurrence Processing of MEDLINE Annotations with MeSH.

Markus Kreuzthaler, José Antonio Miñarro-Giménez, Stefan Schulz

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

SEMCARE: Multilingual Semantic Search in Semi-Structured Clinical Data.

Pablo López-García, Markus Kreuzthaler, Stefan Schulz, Daniel Scherr, Philipp Daumke, Kornél G. Markó, Jan A. Kors, Erik M. van Mulligen, Xinkai Wang, Hanney Gonna, Elijah Behr, Angel Honrado

Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

Unsupervised Abbreviation Detection in Clinical Narratives.

Markus Kreuzthaler, Michel Oleynik, Alexander Avian, Stefan Schulz

Proceedings of the Clinical Natural Language Processing Workshop, 2016

2015

Detection of sentence boundaries and abbreviations in clinical narratives.

Markus Kreuzthaler, Stefan Schulz

BMC Medical Informatics Decis. Mak., 2015

Secondary use of electronic health records for building cohort studies through top-down information extraction.

Markus Kreuzthaler, Stefan Schulz, Andrea Berghold

J. Biomed. Informatics, 2015

Acquiring Plausible Predications from MEDLINE by Clustering MeSH Annotations.

José Antonio Miñarro-Giménez, Markus Kreuzthaler, Johannes Bernhardt-Melischnig, Catalina Martínez-Costa, Stefan Schulz

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Semantic Retrieval and Navigation in Clinical Document Collections.

Markus Kreuzthaler, Philipp Daumke, Stefan Schulz

Proceedings of the Health Informatics Meets eHealth, 2015

Knowledge Extraction from MEDLINE by Combining Clustering with Natural Language Processing.

José Antonio Miñarro-Giménez, Markus Kreuzthaler, Stefan Schulz

Proceedings of the AMIA 2015, 2015

SEMCARE - Semantic Data Platform for Healthcare.

Philipp Daumke, Claudia Riede, Thomas Fassbender, Angel Honrado, Markus Kreuzthaler, Pablo López-García, Stefan Schulz, Erik M. van Mulligen, Herman van Haagen, Jan A. Kors, Hanney Gonna, Xinkai Wang, Elijah Behr

Proceedings of the AMIA 2015, 2015

2014

Disambiguation of Period Characters in Clinical Narratives.

Markus Kreuzthaler, Stefan Schulz

Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014

2013

Machine vs. Human Translation of SNOMED CT Terms.

Stefan Schulz, Johannes Bernhardt-Melischnig, Markus Kreuzthaler, Philipp Daumke, Martin Boeker

Proceedings of the MEDINFO 2013, 2013

2012

Metonymies in Medical Terminologies. A SNOMED CT Case Study.

Markus Kreuzthaler, Stefan Schulz

Proceedings of the AMIA 2012, 2012

2011

A Comparison of Different Retrieval Strategies Working on Medical Free Texts.

Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger

J. Univers. Comput. Sci., 2011

Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text.

Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger

Proceedings of the Information Quality in e-Health, 2011

Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making.

Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger

Proceedings of the Information Quality in e-Health, 2011

Truecasing Clinical Narratives.

Markus Kreuzthaler, Stefan Schulz

Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

2010

On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits.

Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger

Proceedings of the HCI in Work and Learning, Life and Leisure, 2010

2007

Autonomous Multicamera Tracking on Embedded Smart Cameras.

Markus Quaritsch, Markus Kreuzthaler, Bernhard Rinner, Horst Bischof, Bernhard Strobl

EURASIP J. Embed. Syst., 2007