Markus Kreuzthaler

55 papers Misc 3Journal 17Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Calibrated kNN classification via second-layer neighborhood analysis. Adv. Data Anal. Classif. Bastian Pfeifer, Markus Kreuzthaler
2025	J	`jnl`	An AI-powered data curation and publishing virtual assistant: usability and explainability/causability of, and patient interest in the first-generation prototype. Frontiers Digit. Health Rutger van Mierlo, Wenjie Liang, Kerli Norak, Michaela Kargl, Mall Maasik, Anne-Lore Bynens, Markus Plass, Markus Kreuzthaler, Martin Benedikt, Laura Hochstenbach, Arnoud van 't Hof, Remzi Celebi, Andre Dekker, Isabelle de Zegher, Petros Kalendralis
2025	—	`conf`	Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives. SLM4Health@AIME Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2025	J	`jnl`	Zero- and few-shot Named Entity Recognition and Text Expansion in medication prescriptions using large language models. Artif. Intell. Medicine Natthanaphop Isaradech, Andrea Riedel, Wachiranun Sirikul, Markus Kreuzthaler, Stefan Schulz
2024	J	`jnl`	Disambiguation of acronyms in clinical narratives with large language models. J. Am. Medical Informatics Assoc. Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024	J	`jnl`	Federated unsupervised random forest for privacy-preserving patient stratification. Bioinform. Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024	J	`jnl`	Federated unsupervised random forest for privacy-preserving patient stratification. CoRR Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
2024	—	`conf`	From Clinical Information Systems to Personalized Health Knowledge Graphs. MIE Sareh Aghaei Dinani, Remzi Celebi, Markus Kreuzthaler, Stefan Schulz
2024	J	`jnl`	Large Language Models for Clinical Text Cleansing Enhance Medical Concept Normalization. IEEE Access Akhila Abdulnazar, Roland Roller, Stefan Schulz, Markus Kreuzthaler
2024	J	`jnl`	O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies. BMC Medical Informatics Decis. Mak. Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler
2024	—	`conf`	Sequence-Model-Based Medication Extraction from Clinical Narratives in German. AIME (1) Vishakha Sharma, Andreas Thalhammer, Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024	—	`conf`	Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data. AIME (1) Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler
2024	—	`conf`	Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models. MIE Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024	—	`conf`	Tumor Board Visualization: Integrating Clinical and Laboratory Insights. MIE Akhila Abdulnazar, Markus Kreuzthaler, Stefan Schulz, Barbara Prietl, Laurin Herbsthofer
2024	J	`jnl`	Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT. CoRR Natthanaphop Isaradech, Andrea Riedel, Wachiranun Sirikul, Markus Kreuzthaler, Stefan Schulz
2023	—	`conf`	Clinical Acronym Disambiguation via ChatGPT and BING. EFMI-STC Amila Kugic, Markus Kreuzthaler, Stefan Schulz
2023	—	`conf`	Clustering Similar Diagnosis Terms. MIE Stefan Schulz, Akhila Abdulnazar, Markus Kreuzthaler
2023	—	`conf`	Data-Driven Identification of Clinical Real-World Expressions Linked to ICD. MIE Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
2023	J	`jnl`	Embedding-based terminology expansion via secondary use of large clinical real-world datasets. J. Biomed. Informatics Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
2023	—	`conf`	Identification of Non-Lexical Content in Croatian Health Forum Entries. BIBM Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2023	—	`conf`	SapBERT-Based Medical Concept Normalization Using SNOMED CT. MIE Akhila Abdulnazar, Markus Kreuzthaler, Roland Roller, Stefan Schulz
2023	—	`conf`	Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment. MIE Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz
2023	—	`conf`	Towards Principles of Ontology-Based Annotation of Clinical Narratives. ICBO Stefan Schulz, Warren Del-Pinto, Lifeng Han, Markus Kreuzthaler, Sareh Aghaei Dinani, Goran Nenadic
2022	—	`conf`	Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures. ICHI Amila Kugic, Leon Magnus Pojian, Larissa Marije Hammer, Stefan Schulz, Markus Kreuzthaler
2022	—	`conf`	Overview of Existing Tools for Extracting Health and Fitness Data from mHealth Apps. ICIMTH Mohamed Khaled, Mahdi Sareban, Markus Kreuzthaler, Stefan Schulz, Rada Hussein
2022	—	`conf`	Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets. ICHI Markus Kreuzthaler, Bastian Pfeifer, Stefan Schulz
2021	J	`jnl`	Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment. CoRR Markus Kreuzthaler, Stefan Schulz
2020	—	`conf`	Character-Level Neural Language Modelling in the Clinical Domain. MIE Markus Kreuzthaler, Michel Oleynik, Stefan Schulz
2020	—	`conf`	Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary. MultiligualBIO@LREC Stefan Schulz, Larissa Hammer, David Hashemian Nik, Markus Kreuzthaler
2019	J	`jnl`	EHR problem list clustering for improved topic-space navigation. BMC Medical Informatics Decis. Mak. Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
2019	J	`jnl`	Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. J. Am. Medical Informatics Assoc. Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler
2019	—	`conf`	Supervised ICD Code Assignment to Short Clinical Problem List Entries. EFMI-STC José Antonio Vera Ramos, Markus Kreuzthaler, Stefan Schulz
2018	—	`conf`	EHR Text Categorization for Enhanced Patient-Based Document Navigation. eHealth Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
2018	—	`conf`	Problem List Clustering for Improved Patient-Based Disease Perception. ICHI Workshops Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz
2017	—	`conf`	Basics of a Drug Ontology for Annotations of Clinical Narratives. JOWO Zdenko Kasác, Catalina Martínez-Costa, Markus Kreuzthaler, Stefan Schulz
2017	—	`conf`	Semantic Technologies for Re-Use of Clinical Routine Data. eHealth Markus Kreuzthaler, Catalina Martínez-Costa, Peter Kaiser, Stefan Schulz
2017	—	`conf`	Unsupervised Abbreviation Expansion in Clinical Narratives. MedInfo Michel Oleynik, Markus Kreuzthaler, Stefan Schulz
2016	—	`conf`	MapReduce in the Cloud: A Use Case Study for Efficient Co-Occurrence Processing of MEDLINE Annotations with MeSH. MIE Markus Kreuzthaler, José Antonio Miñarro-Giménez, Stefan Schulz
2016	—	`conf`	SEMCARE: Multilingual Semantic Search in Semi-Structured Clinical Data. eHealth 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
2016	—	`conf`	Unsupervised Abbreviation Detection in Clinical Narratives. ClinicalNLP@COLING 2016 Markus Kreuzthaler, Michel Oleynik, Alexander Avian, Stefan Schulz
2015	—	`conf`	Acquiring Plausible Predications from MEDLINE by Clustering MeSH Annotations. MedInfo José Antonio Miñarro-Giménez, Markus Kreuzthaler, Johannes Bernhardt-Melischnig, Catalina Martínez-Costa, Stefan Schulz
2015	J	`jnl`	Detection of sentence boundaries and abbreviations in clinical narratives. BMC Medical Informatics Decis. Mak. Markus Kreuzthaler, Stefan Schulz
2015	Misc	`conf`	Knowledge Extraction from MEDLINE by Combining Clustering with Natural Language Processing. AMIA José Antonio Miñarro-Giménez, Markus Kreuzthaler, Stefan Schulz
2015	Misc	`conf`	SEMCARE - Semantic Data Platform for Healthcare. AMIA 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
2015	J	`jnl`	Secondary use of electronic health records for building cohort studies through top-down information extraction. J. Biomed. Informatics Markus Kreuzthaler, Stefan Schulz, Andrea Berghold
2015	—	`conf`	Semantic Retrieval and Navigation in Clinical Document Collections. eHealth Markus Kreuzthaler, Philipp Daumke, Stefan Schulz
2014	—	`conf`	Disambiguation of Period Characters in Clinical Narratives. Louhi@EACL Markus Kreuzthaler, Stefan Schulz
2013	—	`conf`	Machine vs. Human Translation of SNOMED CT Terms. MedInfo Stefan Schulz, Johannes Bernhardt-Melischnig, Markus Kreuzthaler, Philipp Daumke, Martin Boeker
2012	Misc	`conf`	Metonymies in Medical Terminologies. A SNOMED CT Case Study. AMIA Markus Kreuzthaler, Stefan Schulz
2011	J	`jnl`	A Comparison of Different Retrieval Strategies Working on Medical Free Texts. J. Univers. Comput. Sci. Markus Kreuzthaler, Marcus D. Bloice, Lukas Faulstich, Klaus-Martin Simonic, Andreas Holzinger
2011	—	`conf`	Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making. USAB Marcus D. Bloice, Klaus-Martin Simonic, Markus Kreuzthaler, Andreas Holzinger
2011	—	`conf`	Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text. USAB Markus Kreuzthaler, Marcus D. Bloice, Klaus-Martin Simonic, Andreas Holzinger
2011	—	`conf`	Truecasing Clinical Narratives. MIE Markus Kreuzthaler, Stefan Schulz
2010	—	`conf`	On the Paradigm Shift of Search on Mobile Devices: Some Remarks on User Habits. USAB Marcus D. Bloice, Markus Kreuzthaler, Klaus-Martin Simonic, Andreas Holzinger
2007	J	`jnl`	Autonomous Multicamera Tracking on Embedded Smart Cameras. EURASIP J. Embed. Syst. Markus Quaritsch, Markus Kreuzthaler, Bernhard Rinner, Horst Bischof, Bernhard Strobl