Prof. Dr. Murat Sariyar

Forschung und Lehre

Künstliche Intelligenz in der Medizin, Bioinformatik, Datenschutz und Anonymisierung

Medizininformatik (Bsc)

Informatik (Bsc)

Artificial in Medicine (Master Uni Bern)

Datenbanken

Patientenpfade und klinische Prozesse

Business Intelligence im Gesundheitswesen

R als Programmiersprache

Practical Machine Learning: Supervised Learning, Feature Engineering, Evaluation Measures

Einführung in die Bioinformatik und Genetische Epidemiologie

Philosophie im Kontext von Informatik

NLP and Text Mining

Deep Learning

Maths for Data Science

Advanced Databases

Computer Science & Medical Informatics & Bioinformatics

Mathematische Optimierung

Machine Learning

Biostatistik und Bioinformatik

Pharmacogenetics CDSS

Systemtheorie nach Luhmann

Datenschutz und Anonymisierung

Record Linkage und Data Fusion

Ontologie und Epistemologie

Harnessing event and longitudinal data in industry and the health sector through privacy preserving technologies (SNF)

Record Linkage for Register-based Census (Destatis)

Pharmacogenetic Clinical Decision Support Service (GebertRüf and InnoSuisse)

Citizen-controlled Data Science for Multiple Sclerosis Research (ETH)

Innovative AI-supported documentation for emergency medicine (Inventus)

Participatory roster planning based on trustworthy artificial intelligence (Intern)

Templ, Matthias; Sariyar, Murat (2022). A systematic overview on methods to protect sensitive data provided for various analyses International Journal of Information Security, 21(6), pp. 1233-1246. Springer 10.1007/s10207-022-00607-5 <http://dx.doi.org/10.1007/s10207-022-00607-5>

Kunz, Sebastian; Zgraggen, Cyril; Sariyar, Murat (2022). Mapping SNOMED CT Codes to Semi-Structured Texts via an NLP Pipeline Studies in Health Technology and Informatics, 295, pp. 390-393. IOS Press 10.3233/SHTI220747 <http://dx.doi.org/10.3233/SHTI220747>

Miletic, Marko; Sariyar, Murat (2022). The Sortal Concept in the Context of Biomedical Record Linkage Studies in Health Technology and Informatics, 295, pp. 293-297. IOS Press 10.3233/SHTI220720 <http://dx.doi.org/10.3233/SHTI220720>

Miletic, Marko; Sariyar, Murat (2022). Explaining Contextualized Word Embeddings in Biomedical Research – A Qualitative Investigation Studies in Health Technology and Informatics, 295, pp. 289-292. IOS Press 10.3233/SHTI220719 <http://dx.doi.org/10.3233/SHTI220719>

Adams, Simon; Uthayathas, Gausegan; Sariyar, Murat (2022). A Consent Tool for Secondary Use of Biomedical Data Studies in Health Technology and Informatics, 292, pp. 107-110. IOS Press 10.3233/SHTI220334 <http://dx.doi.org/10.3233/SHTI220334>

Sariyar, Murat (2022). Death from the Perspective of Luhmann’s System Theory Open Theology, 8(1), pp. 205-220. De Gruyter 10.1515/opth-2022-0196 <http://dx.doi.org/10.1515/opth-2022-0196>

Abu Baker, Motaas; Sariyar, Murat; Holm, Jürgen; Calderara, Fabienne (2022). Pro-Active Detection of Potentially Wrong Diagnoses Due to Substantial Changes of Laboratory Measurements Studies in Health Technology and Informatics, 289, pp. 49-52. IOS Press 10.3233/SHTI210856 <http://dx.doi.org/10.3233/SHTI210856>

Neuenschwander, Stefanie; Romao, Patricia; Holm, Jürgen; Sariyar, Murat (2022). Developing an Ontology for Documenting Adverse Events While Avoiding Pitfalls Studies in Health Technology and Informatics, 289, pp. 166-169. IOS Press 10.3233/SHTI210885 <http://dx.doi.org/10.3233/SHTI210885>

Sariyar, Murat; Holm, Jürgen (2022). Embedding Risk-Based Anonymization into Data Access Control for Providing Individual-Level Health Data in a Secure Way Studies in Health Technology and Informatics, 289, pp. 443-446. IOS Press 10.3233/SHTI210953 <http://dx.doi.org/10.3233/SHTI210953>

Sariyar, Murat; Holm, Jürgen (2022). Medical Informatics in a Tension Between Black-Box AI and Trust Studies in Health Technology and Informatics, 289, pp. 41-44. IOS Press 10.3233/SHTI210854 <http://dx.doi.org/10.3233/SHTI210854>

Sariyar, Murat; Holm, Jürgen (2021). On the Concepts of Identity and Similarity in the Context of Biomedical Record Linkage Studies in Health Technology and Informatics, 281, pp. 472-476. IOS Press 10.3233/SHTI210203 <http://dx.doi.org/10.3233/SHTI210203>

Zbinden, Chantal; Strickler, Moritz; Sariyar, Murat; Bürkle, Thomas; Seidel, Kathleen (2021). Digitizing Data Management for Intraoperative Neuromonitoring Studies in Health Technology and Informatics, 278, pp. 211-216. IOS Press 10.3233/SHTI210071 <http://dx.doi.org/10.3233/SHTI210071>

Sariyar, Murat; Borg, Andreas (2020). Record Linkage Functions for Linking and Deduplicating Data Sets [Software & Other Digital Items]

Zbinden, Chantal; Strickler, Moritz; Sariyar, Murat; Bürkle, Thomas; Seidel, Kathleen (2020). A Protocol Entry Catalog for Intraoperative Neuromonitoring - Steps Towards an Ontology. Studies in Health Technology and Informatics, 272, pp. 318-321. IOS Press 10.3233/SHTI200559 <http://dx.doi.org/10.3233/SHTI200559>

Tippenhauer, Kevin Michael; Philips, Marwin; Largiadèr, Carlo R; Sariyar, Murat; Bürkle, Thomas (2020). Integrating Pharmacogenetic Decision Support into a Clinical Information System Studies in Health Technology and Informatics, 270, pp. 618-622. IOS Press 10.3233/SHTI200234 <http://dx.doi.org/10.3233/SHTI200234>

Sariyar, Murat; Schlünder, Irene (2020). Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data Frontiers in Big Data, 2 Frontiers 10.3389/fdata.2019.00040 <http://dx.doi.org/10.3389/fdata.2019.00040>

Sariyar, Murat; Bürkle, Thomas; Lehmann, Michael; Holm, Jürgen (2019). Current Reasons for Not Using Clinical Pathways in Practice Studies in Health Technology and Informatics, 259, pp. 25-30. IOS Press 10.3233/978-1-61499-961-4-25 <http://dx.doi.org/10.3233/978-1-61499-961-4-25>

Sariyar, Murat; Suhr, Stephanie; Schlünder, Irene (2017). How Sensitive Is Genetic Data? Biopreservation and Biobanking, 15(6), pp. 494-501. 10.1089/bio.2017.0033 <http://dx.doi.org/10.1089/bio.2017.0033>

McMurry, Julie A.; Juty, Nick; Blomberg, Niklas; Burdett, Tony; Conlin, Tom; Conte, Nathalie; Courtot, Mélanie; Deck, John; Dumontier, Michel; Fellows, Donal K.; Gonzalez-Beltran, Alejandra; Gormanns, Philipp Gormanns; Grethe, Jeffrey; Hastings, Janna; Hériché, Jean-Karim; Hermjakob, Henning; Ison, Jon C.; Jimenez, Rafael C.; Jupp, Simon; Kunze, John; ... (2017). Identifiers for the 21st century : How to design, provision, and reuse persistent identifiers to maximize utility and impact of life science data. PLOS Biology, 15(6), pp. 1-18. Public Library of Science (PLoS) 10.1371/journal.pbio.2001414 <http://dx.doi.org/10.1371/journal.pbio.2001414>