Fabian Prasser

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 38

Top Topics

Secure Multiparty Computation

Statistical Classification

Data Anonymization

Top Venues

BMC Medical Informatics Decis. Mak.

J. Biomed. Informatics

Publications

Armin Müller, Lara-Sophie Christmann, Severin Kohler, Roland Eils, Fabian Prasser
Machine Learning for Medical Data Integration. MIE (2023)
Lisa Kühnel, Julian Schneider, Ines Perrar, Tim Adams, Fabian Prasser, Ute Nöthlings, Holger Fröhlich, Juliane Fluck
Synthetic data generation for a longitudinal cohort study - Evaluation, method extension and reproduction of published data analysis results. CoRR (2023)
Daniel Strech, Tamarinde Haven, Vince I. Madai, Thierry Meurers, Fabian Prasser
Generating evidence on privacy outcomes to inform privacy risk management: A way forward? J. Biomed. Informatics 137 (2023)
Lisa Pilgram, Elke Schäffner, Kai-Uwe Eckardt, Fabian Prasser
Utility-Preserving Anonymization in a Real-World Scenario: Evidence from the German Chronic Kidney Disease (GCKD) Study. MIE (2023)
Timm Intemann, Knut Kaulke, Dennis-Kenji Kipker, Vanessa Lettieri, Christoph Stallmann, Carsten Oliver Schmidt, Lars Geidel, Martin Bialke, Christopher Hampf, Dana Stahl, Martin Lablans, Florens Rohde, Martin Franke, Klaus Kraywinkel, Joachim Kieschke, Sebastian Bartholomäus, Anatol-Fiete Näher, Galina Tremper, Mohamed Lambarki, Stefanie March, Fabian Prasser, Anna Christine Haber, Johannes Drepper, Irene Schlünder, Toralf Kirsten, Iris Pigeot, Ulrich Sax, Benedikt Buchner, Wolfgang Ahrens, Sebastian C. Semler
Verbesserung des Record Linkage für die Gesundheitsforschung in Deutschland. CoRR (2023)
Felix Nikolaus Wirth, Tobias Kussel, Armin Müller, Kay Hamacher, Fabian Prasser
EasySMPC: a simple but powerful no-code tool for practical secure multiparty computation. BMC Bioinform. 23 (1) (2022)
Hans-Ulrich Prokosch, Thomas Bahls, Martin Bialke, Jürgen Eils, Christian Fegeler, Julian Gründner, Birger Haarbrandt, Christopher Hampf, Wolfgang Hoffmann, Hauke Hund, Marvin O. Kampf, Lorenz A. Kapsner, Piotr Kasprzak, Oliver Kohlbacher, Dagmar Krefting, Jonathan Mang, Michael Marschollek, Sebastian Mate, Armin Müller, Fabian Prasser, Julian Sass, Sebastian C. Semler, Holger Stenzhorn, Sylvia Thun, Sven Zenker, Roland Eils
The COVID-19 Data Exchange Platform of the German University Medicine. MIE (2022)
Florian Katsch, Rada Hussein, Stefan Sabutsch, Helene Prenner, Fabian Prasser, Tanja Stamm, Georg Duftschmid
Extending the Austrian National EHR System with Patient-Reported Outcome Data. MIE (2022)
Bayrem Kaabachi, Jérémie Despraz, Thierry Meurers, Fabian Prasser, Jean Louis Raisaro
Generation and Evaluation of Synthetic Data in a University Hospital Setting. MIE (2022)
Anna Christine Haber, Ulrich Sax, Fabian Prasser
Open tools for quantitative anonymization of tabular phenotype data: literature review. Briefings Bioinform. 23 (6) (2022)
Diogo Telmo Neves, João Alves, Marcel Ganesh Naik, Alberto José Proença, Fabian Prasser
From Missing Data Imputation to Data Generation. J. Comput. Sci. 61 (2022)
Michael Stach, Manfred Reichert, Fabian Prasser, Harald Baumeister, Winfried Schlee, Peter Heuschmann, Matthias Rose, Rüdiger Pryss
Free Technical Solutions for Ecological Momentary Assessments - Searching GitHub plus Google. CSCI (2022)
Benedikt Buchner, Anna Christine Haber, Horst Karl Hahn, Fabian Prasser, Harald Kusch, Ulrich Sax, Carsten Oliver Schmidt
Das Modell der Datentreuhand in der medizinischen Forschung. Datenschutz und Datensicherheit 45 (12) (2021)
Marco Johns, Armin Müller, Felix Nikolaus Wirth, Fabian Prasser
A Comprehensive Portal for Clinical and Translational Data Warehouses. MIE (2021)
Felix Nikolaus Wirth, Thierry Meurers, Marco Johns, Fabian Prasser
Privacy-preserving data sharing infrastructures for medical research: systematization and comparison. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Helmut Spengler, Ingrid Gatz, Florian Kohlmayer, Klaus A. Kuhn, Fabian Prasser
Improving Data Quality in Medical Research: A Monitoring Architecture for Clinical and Translational Data Warehouses. CBMS (2020)
Raffael Bild, Martin Bialke, Karoline Buckow, Thomas Ganslandt, Kristina Ihrig, Roland Jahns, Angela Merzweiler, Sybille Roschka, Björn Schreiweis, Sebastian Stäubert, Sven Zenker, Fabian Prasser
Towards a comprehensive and interoperable representation of consent-based data usage permissions in the German medical informatics initiative. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Raffael Bild, Klaus A. Kuhn, Fabian Prasser
Better Safe than Sorry - Implementing Reliable Health Data Anonymization. MIE (2020)
Johanna Eicher, Raffael Bild, Helmut Spengler, Klaus A. Kuhn, Fabian Prasser
A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Raffael Bild, Johanna Eicher, Fabian Prasser
Efficient Protection of Health Data from Sensitive Attribute Disclosure. MIE (2020)
Lennart Vogelsang, Moritz Lehne, Phillipp Schoppmann, Fabian Prasser, Sylvia Thun, Björn Scheuermann, Josef Schepers
A Secure Multi-Party Computation Protocol for Time-To-Event Analyses. MIE (2020)
Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif O. Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Fabian Prasser, Johanna Eicher, Helmut Spengler, Raffael Bild, Klaus A. Kuhn
Flexible data anonymization using ARX - Current status and challenges ahead. Softw. Pract. Exp. 50 (7) (2020)
Fabian Prasser, Helmut Spengler, Raffael Bild, Johanna Eicher, Klaus A. Kuhn
Privacy-enhancing ETL-processes for biomedical data. Int. J. Medical Informatics 126 (2019)
Helmut Spengler, Fabian Prasser
Protecting Biomedical Data Against Attribute Disclosure. GMDS (2019)
Florian Kohlmayer, Ronald R. Lautenschläger, Fabian Prasser
Pseudonymization for research data collection: is the juice worth the squeeze? BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Thomas Ganslandt, Jannik Schaaf, Josef Schepers, Holger Storf, Felix Balzer, Silke Haferkamp, Robert Lodahl, Fabian Prasser, Ulrich Sax, Holger Stenzhorn, Hans-Ulrich Prokosch, Martin Boeker
Experiences from the National Demonstrator Study within the German Medical Informatics Initiative. AMIA (2019)
Fabian Prasser, Florian Kohlmayer, Helmut Spengler, Klaus A. Kuhn
A Scalable and Pragmatic Method for the Safe Sharing of High-Quality Health Data. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Andreas Bietenbeck, Fabian Prasser
Learning Health Systems and Laboratory Medicine. GMDS (2018)
Raffael Bild, Klaus A. Kuhn, Fabian Prasser
SafePub: A Truthful Data Anonymization Algorithm With Strong Privacy Guarantees. Proc. Priv. Enhancing Technol. 2018 (1) (2018)
Fabian Prasser, Johanna Eicher, Raffael Bild, Helmut Spengler, Klaus A. Kuhn
A Tool for Optimizing De-identified Health Data for Use in Statistical Classification. CBMS (2017)
Fabian Prasser, James Gaupp, Zhiyu Wan, Weiyi Xia, Yevgeniy Vorobeychik, Murat Kantarcioglu, Klaus A. Kuhn, Bradley A. Malin
An Open Source Tool for Game Theoretic Health Data De-Identification. AMIA (2017)
Johanna Eicher, Klaus A. Kuhn, Fabian Prasser
An Experimental Comparison of Quality Models for Health Data De-Identification. MedInfo (2017)
Fabian Prasser, Florian Kohlmayer, Klaus A. Kuhn
Efficient and effective pruning strategies for health data de-identification. BMC Medical Informatics Decis. Mak. 16 (2016)
Fabian Prasser, Raffael Bild, Johanna Eicher, Helmut Spengler, Florian Kohlmayer, Klaus A. Kuhn
Lightning: Utility-Driven Anonymization of High-Dimensional Data. Trans. Data Priv. 9 (2) (2016)
Fabian Prasser, Raffael Bild, Klaus A. Kuhn
A Generic Method for Assessing the Quality of De-Identified Health Data. MIE (2016)
Florian Kohlmayer, Fabian Prasser, Klaus A. Kuhn
The cost of quality: Implementing generalization and suppression for anonymizing biomedical data with minimal information loss. J. Biomed. Informatics 58 (2015)
Ronald R. Lautenschläger, Florian Kohlmayer, Fabian Prasser, Klaus A. Kuhn
A generic solution for web-based management of pseudonymized data. BMC Medical Informatics Decis. Mak. 15 (2015)
Fabian Prasser, Florian Kohlmayer, Ronald R. Lautenschläger, Klaus A. Kuhn
ARX - A Comprehensive Tool for Anonymizing Biomedical Data. AMIA (2014)
Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Klaus A. Kuhn
A flexible approach to distributed data anonymization. J. Biomed. Informatics 50 (2014)
Fabian Prasser, Florian Kohlmayer, Klaus A. Kuhn
A Benchmark of Globally-Optimal Anonymization Methods for Biomedical Data. CBMS (2014)
Fabian Prasser, Florian Kohlmayer, Alfons Kemper, Klaus Kuhn
A Generic Transformation of HL7 Messages into the Resource Description Framework Data Model. GI-Jahrestagung (2012)
Fabian Prasser, Alfons Kemper, Klaus A. Kuhn
Efficient distributed query processing for autonomous RDF databases. EDBT (2012)
Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Alfons Kemper, Klaus A. Kuhn
Highly efficient optimal k-anonymity for biomedical datasets. CBMS (2012)
Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Alfons Kemper, Klaus A. Kuhn
Flash: Efficient, Stable and Optimal K-Anonymity. SocialCom/PASSAT (2012)
Fabian Prasser, Sebastian H. R. Wurst, Gregor Lamla, Florian Kohlmayer, Rainer Blaser, Dominik Schmelcher, Bernd Vögele, Klaus A. Kuhn
Informatics and Translational Medical Research: Challenges and Developments. it Inf. Technol. 53 (5) (2011)
Fabian Prasser, Sebastian H. R. Wurst, Gregor Lamla, Klaus A. Kuhn, Alfons Kemper
Inkrementelle ontologiebasierte Informationsintegration für die translationale medizinische Forschung. GI-Jahrestagung (2011)
Gregor Lamla, Rainer Blaser, Fabian Prasser, Sebastian H. R. Wurst, Hans Rechl, Reiner Gradinger, Klaus A. Kuhn
Eine Umsetzung des IHE Single Source Konzepts für die translationale Forschung bei Knochen- und Weichteilsarkomen. GI Jahrestagung (2) (2010)
Sebastian H. R. Wurst, Gregor Lamla, Dominik Schmelcher, Fabian Prasser, Klaus Kuhn
IT-Unterstützung Translationaler Forschung im Rahmen der Clinical and Translational Science Awards. GI Jahrestagung (1) (2010)
Sebastian H. R. Wurst, Gregor Lamla, Fabian Prasser, Alfons Kemper, Klaus A. Kuhn
Einsatz von Dataspaces für die inkrementelle Informationsintegration in der Medizin. GI Jahrestagung (2009)