Markus Kreuzthaler

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 29

Top Topics

Semantic Retrieval

Natural Language Processing

Knowledge Extraction

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler
Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data. AIME (1) (2024)
Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR (2024)
Vishakha Sharma, Andreas Thalhammer, Amila Kugic, Stefan Schulz, Markus Kreuzthaler
Sequence-Model-Based Medication Extraction from Clinical Narratives in German. AIME (1) (2024)
Amila Kugic, Markus Kreuzthaler, Stefan Schulz
Clinical Acronym Disambiguation via ChatGPT and BING. EFMI-STC (2023)
Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
Data-Driven Identification of Clinical Real-World Expressions Linked to ICD. MIE (2023)
Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
Embedding-based terminology expansion via secondary use of large clinical real-world datasets. J. Biomed. Informatics 147 (2023)
Stefan Schulz, Warren Del-Pinto, Lifeng Han, Markus Kreuzthaler, Sareh Aghaei Dinani, Goran Nenadic
Towards Principles of Ontology-Based Annotation of Clinical Narratives. ICBO (2023)
Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz
Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment. MIE (2023)
Akhila Abdulnazar, Markus Kreuzthaler, Roland Roller, Stefan Schulz
SapBERT-Based Medical Concept Normalization Using SNOMED CT. MIE (2023)
Stefan Schulz, Akhila Abdulnazar, Markus Kreuzthaler
Clustering Similar Diagnosis Terms. MIE (2023)
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
Identification of Non-Lexical Content in Croatian Health Forum Entries. BIBM (2023)
Amila Kugic, Leon Magnus Pojian, Larissa Marije Hammer, Stefan Schulz, Markus Kreuzthaler
Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures. ICHI (2022)
Markus Kreuzthaler, Bastian Pfeifer, Stefan Schulz
Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets. ICHI (2022)
Mohamed Khaled, Mahdi Sareban, Markus Kreuzthaler, Stefan Schulz, Rada Hussein
Overview of Existing Tools for Extracting Health and Fitness Data from mHealth Apps. ICIMTH (2022)
Markus Kreuzthaler, Stefan Schulz
Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment. CoRR (2021)
Stefan Schulz, Larissa Hammer, David Hashemian Nik, Markus Kreuzthaler
Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary. MultiligualBIO@LREC (2020)
Markus Kreuzthaler, Michel Oleynik, Stefan Schulz
Character-Level Neural Language Modelling in the Clinical Domain. MIE (2020)
Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. J. Am. Medical Informatics Assoc. 26 (11) (2019)
José Antonio Vera Ramos, Markus Kreuzthaler, Stefan Schulz
Supervised ICD Code Assignment to Short Clinical Problem List Entries. EFMI-STC (2019)
Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
EHR problem list clustering for improved topic-space navigation. BMC Medical Informatics Decis. Mak. (3) (2019)
Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
EHR Text Categorization for Enhanced Patient-Based Document Navigation. eHealth (2018)
Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
Problem List Clustering for Improved Patient-Based Disease Perception. ICHI Workshops (2018)
Markus Kreuzthaler, Catalina Martínez-Costa, Peter Kaiser, Stefan Schulz
Semantic Technologies for Re-Use of Clinical Routine Data. eHealth (2017)
Zdenko Kasác, Catalina Martínez-Costa, Markus Kreuzthaler, Stefan Schulz
Basics of a Drug Ontology for Annotations of Clinical Narratives. JOWO (2017)
Michel Oleynik, Markus Kreuzthaler, Stefan Schulz
Unsupervised Abbreviation Expansion in Clinical Narratives. MedInfo (2017)
Markus Kreuzthaler, José Antonio Miñarro-Giménez, Stefan Schulz
MapReduce in the Cloud: A Use Case Study for Efficient Co-Occurrence Processing of MEDLINE Annotations with MeSH. MIE (2016)
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
SEMCARE: Multilingual Semantic Search in Semi-Structured Clinical Data. eHealth (2016)
Markus Kreuzthaler, Michel Oleynik, Alexander Avian, Stefan Schulz
Unsupervised Abbreviation Detection in Clinical Narratives. ClinicalNLP@COLING 2016 (2016)
Markus Kreuzthaler, Stefan Schulz
Detection of sentence boundaries and abbreviations in clinical narratives. BMC Medical Informatics Decis. Mak. 15 (S-2) (2015)
José Antonio Miñarro-Giménez, Markus Kreuzthaler, Johannes Bernhardt-Melischnig, Catalina Martínez-Costa, Stefan Schulz
Acquiring Plausible Predications from MEDLINE by Clustering MeSH Annotations. MedInfo (2015)
Markus Kreuzthaler, Philipp Daumke, Stefan Schulz
Semantic Retrieval and Navigation in Clinical Document Collections. eHealth (2015)
Markus Kreuzthaler, Stefan Schulz, Andrea Berghold
Secondary use of electronic health records for building cohort studies through top-down information extraction. J. Biomed. Informatics 53 (2015)
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
SEMCARE - Semantic Data Platform for Healthcare. AMIA (2015)
José Antonio Miñarro-Giménez, Markus Kreuzthaler, Stefan Schulz
Knowledge Extraction from MEDLINE by Combining Clustering with Natural Language Processing. AMIA (2015)
Markus Kreuzthaler, Stefan Schulz
Disambiguation of Period Characters in Clinical Narratives. Louhi@EACL (2014)
Stefan Schulz, Johannes Bernhardt-Melischnig, Markus Kreuzthaler, Philipp Daumke, Martin Boeker
Machine vs. Human Translation of SNOMED CT Terms. MedInfo (2013)
Markus Kreuzthaler, Stefan Schulz
Metonymies in Medical Terminologies. A SNOMED CT Case Study. AMIA (2012)
Markus Kreuzthaler, Stefan Schulz
Truecasing Clinical Narratives. MIE (2011)
Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger
Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making. USAB (2011)
Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger
A Comparison of Different Retrieval Strategies Working on Medical Free Texts. J. Univers. Comput. Sci. 17 (7) (2011)
Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger
Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text. USAB (2011)
Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger
On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits. USAB (2010)
Markus Quaritsch, Markus Kreuzthaler, Bernhard Rinner, Horst Bischof, Bernhard Strobl
Autonomous Multicamera Tracking on Embedded Smart Cameras. EURASIP J. Embed. Syst. 2007 (2007)