The RecordLinkage Package: Detecting Errors in Data. - Murat Sariyar; Andreas Borg (R J., 2010)

Controlling false match rates in record linkage using extreme value theory. - Murat Sariyar; Andreas Borg; Klaus Pommerening (J. Biomed. Informatics, 2011)

Record Linkage Comparison Patterns. - Irene Schmidtmann; Gael Hammer; Murat Sariyar; Aslihan Gerhold-Ay (UCI Machine Learning Repository, 2011)

Bagging, bumping, multiview, and active learning for record linkage with empirical results on patient identity data. - Murat Sariyar; Andreas Borg (Comput. Methods Programs Biomed., 2012)

Missing values in deduplication of electronic patient data. - Murat Sariyar; Andreas Borg; Klaus Pommerening (J. Am. Medical Informatics Assoc., 2012)

Active learning strategies for the deduplication of electronic patient data using classification trees. - Murat Sariyar; Andreas Borg; Klaus Pommerening (J. Biomed. Informatics, 2012)

Combining techniques for screening and evaluating interaction terms on high-dimensional time-to-event data. - Murat Sariyar; Isabell Hoffmann; Harald Binder (BMC Bioinform., 2014)

Deterministic Linkage as a Preceding Filter for Other Record Linkage Methods. - Murat Sariyar; Andreas Borg (Int. J. Inf. Technol. Decis. Mak., 2015)

Towards an integrated health research process: A cloud-based approach. - Matthieu-P. Schapranow; Matthias Uflacker; Murat Sariyar; Sebastian C. Semler; Johannes Klaus Fichte; Dietmar Schielke; Kismet Ekinci; Thomas Zahn (IEEE BigData, 2016)

Simplified Deployment of Health Informatics Applications by Providing Docker Images. - Matthias Löbe; Thomas Ganslandt; Lydia Lotzmann; Sebastian Mate; Jan Christoph; Benjamin Baum; Murat Sariyar; Jie Wu; Sebastian Stäubert (MIE, 2016)

Governance and IT Architecture. - Serge Bignens; Murat Sariyar; Ernst Hafen (Applied Data Science, 2019)

Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data. - Murat Sariyar; Irene Schlünder (Frontiers Big Data, 2019)

Digitizing Data Management for Intraoperative Neuromonitoring. - Chantal Zbinden; Moritz Strickler; Murat Sariyar; Thomas Bürkle; Kathleen Seidel (GMDS, 2020)

Prototyping a Tool for Processing Genetic Meta-Data in Microbiological Laboratories. - Jan Aeschimann; Silvan Huber; Daniel Wüthrich; Helena Seth-Smith; Jürgen Holm; Thomas Bürkle; Murat Sariyar (MIE, 2020)

Using Business Intelligence Tools to Support Medical Validation of Laboratory Tests. - Gian-Andrea Degen; Viola Günther; Jürgen Holm; Thomas Bürkle; Murat Sariyar (MIE, 2020)

Sensor-Based Decision Support for the Allocation of Patient Attendants in Hospitals. - Sascha Gfeller; Philip Kyburz; Kai-Uwe Schmitt; Thomas Bürkle; Jürgen Holm; Murat Sariyar (MIE, 2020)

Integrating Pharmacogenetic Decision Support into a Clinical Information System. - Kevin Tippenhauer; Marwin Philips; Carlo R. Largiadèr; Murat Sariyar; Thomas Bürkle (MIE, 2020)

Pro-Active Detection of Potentially Wrong Diagnoses Due to Substantial Changes of Laboratory Measurements. - Motaas Abu Baker; Fabienne Calderara; Jürgen Holm; Murat Sariyar (ICIMTH, 2021)

Developing an Ontology for Documenting Adverse Events While Avoiding Pitfalls. - Stefanie Neuenschwander; Patricia Romao; Jürgen Holm; Murat Sariyar (ICIMTH, 2021)

Medical Informatics in a Tension Between Black-Box AI and Trust. - Murat Sariyar; Jürgen Holm (ICIMTH, 2021)

Embedding Risk-Based Anonymization into Data Access Control for Providing Individual-Level Health Data in a Secure Way. - Murat Sariyar; Jürgen Holm (ICIMTH, 2021)

Decentralized Digital Health Services Caught Between the Pressure for Innovation and the Burden of Regulations. - Lea Meier; Kevin Tippenhauer; Murat Sariyar (MIE, 2021)

On the Concepts of Identity and Similarity in the Context of Biomedical Record Linkage. - Murat Sariyar; Jürgen Holm (MIE, 2021)

Mapping SNOMED CT Codes to Semi-Structured Texts via an NLP Pipeline. - Sebastian B. Kunz; Cyril R. Zgraggen; Murat Sariyar (ICIMTH, 2022)

Explaining Contextualized Word Embeddings in Biomedical Research - A Qualitative Investigation. - Marko Miletic; Murat Sariyar (ICIMTH, 2022)

The Sortal Concept in the Context of Biomedical Record Linkage. - Marko Miletic; Murat Sariyar (ICIMTH, 2022)

A systematic overview on methods to protect sensitive data provided for various analyses. - Matthias Templ; Murat Sariyar (Int. J. Inf. Sec., 2022)

Nurse Scheduling with State-of-the Art Open-Source Tools. - Dominik J. Aeschbacher; Jessica Meissner; Murat Sariyar (ICIMTH, 2023)

Implementing Informative-Based Active Learning in Biomedical Record Linkage for the Splink Package in Python. - Marko Miletic; Murat Sariyar (ICIMTH, 2023)

What Kind of Ontologies Do We Need in the Biomedical Domain? - Marko Miletic; Murat Sariyar (ICIMTH, 2023)

Is Medical Informatics a Scientific Discipline or Just Applied Computer Science? - Murat Sariyar (ICIMTH, 2023)

Using the PharmCAT tool for Pharmacogenetic clinical decision support. - Kevin Tippenhauer; Marwin Philips; Carlo R. Largiadèr; Murat Sariyar (Briefings Bioinform., 2023)

Opportunities and challenges of supervised machine learning for the classification of motor evoked potentials according to muscles. - Jonathan Wermelinger; Qendresa Parduzi; Murat Sariyar; Andreas Raabe; Ulf C. Schneider; Kathleen Seidel (BMC Medical Informatics Decis. Mak., 2023)

Mapping of Health System Performance Indicators to the WHO HSPA Framework. - Lucien Adam; Anthéa Helene Leung; Murat Sariyar (EFMI-STC, 2024)

Use and Evaluation of GANs for Synthetic Data Generation in Pharmacogenetics. - Dominic J. Aeschbacher; Jessica Meissner; Marko Miletic; Murat Sariyar (EFMI-STC, 2024)

Utilizing Open Source Clinical Information Systems in European Countries: Potential and Barriers. - Fatma-Zahra Magdub; Sakirnth Nagarasa; Florian Frick; Murat Sariyar (EFMI-STC, 2024)

Generating Synthetic Healthcare Dialogues in Emergency Medicine Using Large Language Models. - Denis Moser; Matthias Bender 003; Murat Sariyar (EFMI-STC, 2024)

What Kind of Transformer Models to Use for the ICD-10 Codes Classification Task. - Mariem Mansour; Fatma Yilmaz; Marko Miletic; Murat Sariyar (MIE, 2024)

Large Language Models for Synthetic Tabular Health Data: A Benchmark Study. - Marko Miletic; Murat Sariyar (MIE, 2024)

Modelling Events in Biomedical Decision Support Systems Using Ontologies. - Marko Miletic; Murat Sariyar (MIE, 2024)

Assessing the Potentials of LLMs and GANs as State-of-the-Art Tabular Synthetic Data Generation Methods. - Marko Miletic; Murat Sariyar (PSD, 2024)

An ontology-based tool for modeling and documenting events in neurosurgery. - Patricia Romao; Stefanie Neuenschwander; Chantal Zbinden; Kathleen Seidel; Murat Sariyar (BMC Medical Informatics Decis. Mak., 2024)

User-Centered-Design as an Empty Signifier in the Context of Developing Digital Applications. - Murat Sariyar (CoRR, 2025)