Publikationen

2020

Spengler H, Lang C, Mahapatra T, Gatz I, Kuhn KA, Prasser F. Enabling Agile Clinical and Translational Data Warehousing: Platform Development and Evaluation. JMIR Med Inform 2020;8(7):e15918

Raisaro JL, Marino F, Troncoso-Pastoriza J, Beau-Lejdstrom R, Bellazzi R, Murphy R, Bernstam EV, Wang H, Bucalo M,  Chen Y, Gottlieb A, Harmanci A, Kim M, Kim Y, Klann J, Klersy C, Bradley A, Malin BA, Méan M, Prasser F, Scudeller L, Torkamani A, Vaucher J, Puppala M, Wong STC, Frenkel-Morgenstern M, Xu H, Maiyaki Musa B, Habib AG, Cohen T,  Wilcox A, M Salihu HM, Sofia H, Jiang X, Hubaux JP. SCOR: A secure international informatics infrastructure to investigate COVID-19. Journal of the American Medical Informatics Association, ocaa172. Published: 10 July 2020

Bild R, Kuhn KA, Prasser F. Better Safe Than Sorry - Implementing Reliable Health Data Anonymization. Stud Health Technol Inform. 2020 Jun 16;270:68-72

Vogelsang L, Lehne M, Schoppmann P, Prasser F, Thun S, Scheuermann B, Schepers J. A Secure Multi-Party Computation Protocol for Time-To-Event Analyses. Stud Health Technol Inform . 2020 Jun 16;270:8-12

Bild R, Eicher J, Prasser F. Efficient Protection of Health Data From Sensitive Attribute Disclosure. Stud Health Technol Inform . 2020 Jun 16;270:193-197

Bild R, Bialke M, Buckow K, Ganslandt T, Ihrig K, Jahns R, Merzweiler A, Roschka S, Schreiweis, Stäubert S, Zenker S, Prasser F. Towards a comprehensive and interoperable representation of consent-based data usage permissions in the German medical informatics initiative. BMC Medical Informatics and Decision Making. 20 (1), 1-9 (2020)

Eicher J, Bild R, Spengler H, Kuhn KA, Prasser F. A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models. BMC Medical Informatics and Decision Making. 20 (1), 1-14 (2020)

Prasser F, Eicher J, Spengler H, Bild R, Kuhn KA. Flexible data anonymization using ARX—Current status and challenges ahead. Software: Practice and Experience 2020. 50 (7), 1277-1304

Schaefer J, Lehne M, Schepers J, Prasser F, Thun S. The use of machine learning in rare diseases: a scoping review. Orphanet Journal of Rare Diseases Volume 15, Article number: 145 (2020)

2019

Prasser F, Spengler H, Bild R, Eicher J, Kuhn KA. Privacy-enhancing ETL-processes for biomedical data. International journal of medical informatics 126, 72-81 (2019)

Spengler H, Prasser F. Protecting Biomedical Data Against Attribute Disclosure. Studies in health technology and informatics 267, 207-214 (2019)

Kohlmayer F, Lautenschläger R, Prasser F. Pseudonymization for research data collection: is the juice worth the squeeze? BMC medical informatics and decision making 19 (1), 178 (2019)

2018

Prasser F, Kohlbacher O, Mansmann U, Bauer B, Kuhn KA. Data integration for future medicine (DIFUTURE). Methods of information in medicine 57 (S 01), e57-e65 (2018)

Bild R, Kuhn KA, Prasser F. Safepub: A truthful data anonymization algorithm with strong privacy guarantees. Proceedings on Privacy Enhancing Technologies 2018 (1), 67-87 (2018)

Holub P, Kohlmayer F, Prasser F, Mayrhofer MT, Schlünder I, Martin GM, Casati S, Koumakis L, Wutte A, Kozera L, Strapagiel D, Anton G, Zanetti G, Sezerman OU, Mendy M, Valík D, Lavitrano M, Dagher G, Zatloukal K, van Ommen GB, Litton JE. Enhancing Reuse of Data and Biological Material in Medical Research: From FAIR to FAIR-Health. Biopreservation and biobanking 16 (2), 97-105 (2018)

Ganslandt T, Boeker M, Löbe M, Prasser F, Schepers J, Semler SC, Thun S, Sax U. Der Kerndatensatz der Medizininformatik-Initiative: Ein Schritt zur Sekundärnutzung von Versorgungsdaten auf nationaler Ebene. Forum der Medizin-Dokumentation und Medizin-Informatik 20 (1), 17 (2018)

Bietenbeck A, Prasser F. Learning Health Systems and Laboratory Medicine. GMDS, 104-108 (2018)

2017

Prasser F, Kohlmayer F, Spengler H, Kuhn KA. A scalable and pragmatic method for the safe sharing of high-quality health data. IEEE journal of biomedical and health informatics 22 (2), 611-622 (2017)

Prasser F, Eicher J, Bild R, Spengler H, Kuhn KA. A tool for optimizing de-identified health data for use in statistical classification. 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS)

Eicher J, Kuhn KA, Prasser F. An Experimental Comparison of Quality Models for Health Data De-Identification. Studies in health technology and informatics 245, 704-708 (2017)

Prasser F, Gaupp J, Wan Z, Xia W, Vorobeychik Y, Kantarcioglu M, Kuhn K, Malin B. An open source tool for game theoretic health data de-identification. AMIA Annual Symposium Proceedings 2017, 1430 (2017)

2016

Prasser F, Bild R, Eicher J, Spengler H, Kohlmayer F, Kuhn KA. Lightning: Utility-Driven Anonymization of High-Dimensional Data. Transactions on Data Privacy 9 (2), 161-185 (2016)

Prasser F, Kohlmayer F, Kuhn KA. The importance of context: Risk-based de-identification of biomedical data. Methods of information in medicine 55 (04), 347-355 (2016)

Prasser F, Kohlmayer F, Kuhn KA. Efficient and effective pruning strategies for health data de-identification. BMC medical informatics and decision making 16 (1), 49 (2016)

Prasser F, Bild R, Kuhn KA. A Generic Method for Assessing the Quality of De-Identified Health Data. MIE, 312-316 (2016)

2015

Prasser F, Kohlmayer F. Putting statistical disclosure control into practice: The ARX data anonymization tool. Medical Data Privacy Handbook, 111-148 (2015)

Kohlmayer F, Prasser F, Kuhn KA. The cost of quality: Implementing generalization and suppression for anonymizing biomedical data with minimal information loss. Journal of biomedical informatics 58, 37-48 (2015)

Lautenschläger R, Kohlmayer F, Prasser F, Kuhn KA. A generic solution for web-based management of pseudonymized data. BMC Medical Informatics and Decision Making 15 (1), 100 (2015)

2014

Prasser F, Kohlmayer F, Lautenschlaeger R, Kuhn KA. ARX – A Comprehensive Tool for Anonymizing Biomedical Data. Proceedings of the 2014 AMIA Annual Symposium, 2014:984-993

Kohlmayer F, Prasser F, Eckert C, Kuhn KA. A flexible approach to distributed data anonymization. Journal of biomedical informatics 50, 62-76 (2014)

Prasser F, Kohlmayer F, Kuhn KA. A Benchmark of Globally-Optimal Anonymization Methods for Biomedical Data. Proceedings of the IEEE 27th International Symposium on Computer-Based Medical Systems. 27-29 May 2014

2013

Prasser F. Incremental Ontology-Based Integration for Translational Medical Research. Dissertation, Technical University of Munich (2013)

2012

Kohlmayer F, Prasser F, Eckert C, Kemper A, Kuhn KA. Flash: efficient, stable and optimal k-Anonymity. 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing. 3-5 Sept 2012

Prasser F, Kemper A, Kuhn KA. Efficient distributed query processing for autonomous RDF databases. Proceedings of the 15th International Conference on Extending Database Technology. March 2012, Pages 372–383

Kohlmayer F, Prasser F, Eckert C, Kemper A, Kuhn KA. Highly efficient optimal k-Anonymity for biomedical datasets. 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS). 20-22 June 2012

Prasser F, Kohlmayer F, Kemper A, Kuhn KA. A Generic Transformation of HL7 Messages into the Resource Description Framework Data Model. GI-Edition: Lecture Notes in Informatics 208, 1559-1564 (2012)

Schleinkofer T, Villain S, Lamla G, Prasser F, Kuhn KA, Mansmann U. S3U LMU–Prototyp-Infrastruktur für die IT-Unterstützung klinischer Studien am Klinikum der Universität München. GI-Edition: Lecture Notes in Informatics 208, 1260-1274 (2012)

2011

Prasser F, Wurst SHR, Lamla G, Kohlmayer F, Blaser R, Schmelcher D, Vögele B, Kuhn KA. Informatics and Translational Medical Research: Challenges and Developments. it - Information Technology 53 (5), 217-226 (2011)

2010

Wurst SHR, Lamla G, Schmelcher D, Prasser F, Kuhn KA. IT-Unterstützung Translationaler Forschung im Rahmen der Clinical and Translational Science Awards. GI-Edition: Lecture Notes in Informatics 175, 786-789 (2010)

Prasser F, Wurst SHR, Lamla G, Kuhn KA, Kemper A. Inkrementelle ontologiebasierte Informationsintegration für die translationale medizinische Forschung. GI-Edition: Lecture Notes in Informatics 192, 157 (2010)

Lamla G, Blaser R, Prasser F, Wurst SHR, Rechl H, Gradinger R, Kuhn KA. Eine Umsetzung des IHE Single Source Konzepts für die translationale Forschung bei Knochen-und Weichteilsarkomen. GI-Edition: Lecture Notes in Informatics 176, 739-745 (2010)

2009

Wurst SHR, Lamla G, Prasser F, Kemper A, Kuhn KA. Einsatz von Dataspaces für die inkrementelle Informationsintegration in der Medizin. GI-Edition: Lecture Notes in Informatics 154, 709-715 (2009)