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Fabian Prasser

Fabian Praßer

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affiliation: Charité - Universitätsmedizin Berlin, Germany

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2020 – today

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2024
[j22]
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Sebastian Daniel Boie, Falk Meyer-Eschenbach, Fabian Schreiber, Niklas Giesa, Jon Barrenetxea, Camille Guinemer, Stefan Haufe, Michael Krämer, Peter Brunecker, Fabian Prasser, Felix Balzer:
A scalable approach for critical care data extraction and analysis in an academic medical center. Int. J. Medical Informatics 192: 105611 (2024)
[j21]
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Lena Baum, Armin Müller, Marco Johns, Hammam Abu Attieh, Mehmed Halilovic, Vladimir Milicevic, Diogo Telmo Neves, Karen Otte, Anna Pasquier, Felix Nikolaus Wirth, Patrick Segelitz, Katharina Schönrath, Joachim E. Weber, Fabian Prasser:
An interactive dashboard for analyzing user interaction patterns in the i2b2 clinical data warehouse. BMC Medical Informatics Decis. Mak. 24(1): 333 (2024)
[c33]
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Julian Schneider, Marvin Walter, Karen Otte, Thierry Meurers, Ines Perrar, Ute Nöthlings, Tim Adams, Holger Fröhlich, Fabian Prasser, Juliane Fluck, Lisa Kühnel:
Privacy Risk Assessment for Synthetic Longitudinal Health Data. GMDS 2024: 270-279
[c32]
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Thierry Meurers, Lena Baum, Anna Christine Haber, Mehmed Halilovic, Birgit Heinz, Vladimir Milicevic, Diogo Telmo Neves, Karen Otte, Anna Pasquier, Maija Poikela, Maryam Sheykholeslami, Felix Nikolaus Wirth, Fabian Prasser:
Health Data Re-Identification: Assessing Adversaries and Potential Harms. MIE 2024: 1199-1203
[c31]
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Mehmed Halilovic, Thierry Meurers, Karen Otte, Fabian Prasser:
Are You the Outlier? Identifying Targets for Privacy Attacks on Health Datasets. MIE 2024: 1224-1225
[c30]
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Mehmet Halilovic, Thierry Meurers, Armin Müller, Diogo Telmo Neves, Fabian Prasser:
Rapid Deployment of a Pseudonymization Service in a Distributed Research Data Infrastructure - Lessons Learned. MIE 2024: 1248-1249
2023
[j20]
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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: 104257 (2023)
[c29]
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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: 28-32
[c28]
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Armin Müller, Lara-Sophie Christmann, Severin Kohler, Roland Eils, Fabian Prasser:
Machine Learning for Medical Data Integration. MIE 2023: 691-695
[i2]
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  - journals/corr/abs-2305-07685
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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 abs/2305.07685 (2023)
[i1]
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  - journals/corr/abs-2312-10093
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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 abs/2312.10093 (2023)
2022
[j19]
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Anna Christine Haber, Ulrich Sax, Fabian Prasser:
Open tools for quantitative anonymization of tabular phenotype data: literature review. Briefings Bioinform. 23(6) (2022)
[j18]
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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): 531 (2022)
[j17]
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Diogo Telmo Neves, João Alves, Marcel Ganesh Naik, Alberto José Proença, Fabian Prasser:
From Missing Data Imputation to Data Generation. J. Comput. Sci. 61: 101640 (2022)
[c27]
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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: 1778-1781
[c26]
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Bayrem Kaabachi, Jérémie Despraz, Thierry Meurers, Fabian Prasser, Jean Louis Raisaro:
Generation and Evaluation of Synthetic Data in a University Hospital Setting. MIE 2022: 141-142
[c25]
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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: 561-562
[c24]
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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: 674-678
2021
[j16]
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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): 806-810 (2021)
[j15]
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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): 242 (2021)
[c23]
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Marco Johns, Armin Müller, Felix Nikolaus Wirth, Fabian Prasser:
A Comprehensive Portal for Clinical and Translational Data Warehouses. MIE 2021: 462-466
2020
[j14]
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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 Ozgun 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): 1721-1726 (2020)
[j13]
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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): 29 (2020)
[j12]
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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): 103 (2020)
[j11]
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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): 1277-1304 (2020)
[c22]
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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: 415-420
[c21]
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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: 8-12
[c20]
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Raffael Bild, Klaus A. Kuhn, Fabian Prasser:
Better Safe than Sorry - Implementing Reliable Health Data Anonymization. MIE 2020: 68-72
[c19]
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Raffael Bild, Johanna Eicher, Fabian Prasser:
Efficient Protection of Health Data from Sensitive Attribute Disclosure. MIE 2020: 193-197

2010 – 2019

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2019
[j10]
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Fabian Prasser, Helmut Spengler, Raffael Bild, Johanna Eicher, Klaus A. Kuhn:
Privacy-enhancing ETL-processes for biomedical data. Int. J. Medical Informatics 126: 72-81 (2019)
[j9]
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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): 178:1-178:7 (2019)
[c18]
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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
[c17]
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Helmut Spengler, Fabian Prasser:
Protecting Biomedical Data Against Attribute Disclosure. GMDS 2019: 207-214
2018
[j8]
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Raffael Bild, Klaus A. Kuhn, Fabian Prasser:
SafePub: A Truthful Data Anonymization Algorithm With Strong Privacy Guarantees. Proc. Priv. Enhancing Technol. 2018(1): 67-87 (2018)
[j7]
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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): 611-622 (2018)
[c16]
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Andreas Bietenbeck, Fabian Prasser:
Learning Health Systems and Laboratory Medicine. GMDS 2018: 104-108
2017
[c15]
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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
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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: 169-174
[c13]
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Johanna Eicher, Klaus A. Kuhn, Fabian Prasser:
An Experimental Comparison of Quality Models for Health Data De-Identification. MedInfo 2017: 704-708
2016
[j6]
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Fabian Prasser, Florian Kohlmayer, Klaus A. Kuhn:
Efficient and effective pruning strategies for health data de-identification. BMC Medical Informatics Decis. Mak. 16: 49 (2016)
[j5]
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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): 161-185 (2016)
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Fabian Prasser, Raffael Bild, Klaus A. Kuhn:
A Generic Method for Assessing the Quality of De-Identified Health Data. MIE 2016: 312-316
2015
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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: 37-48 (2015)
[j3]
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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: 100 (2015)
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Fabian Prasser, Florian Kohlmayer:
Putting Statistical Disclosure Control into Practice: The ARX Data Anonymization Tool. Medical Data Privacy Handbook 2015: 111-148
2014
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Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Klaus A. Kuhn:
A flexible approach to distributed data anonymization. J. Biomed. Informatics 50: 62-76 (2014)
[c11]
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Fabian Prasser, Florian Kohlmayer, Ronald R. Lautenschläger, Klaus A. Kuhn:
ARX - A Comprehensive Tool for Anonymizing Biomedical Data. AMIA 2014
[c10]
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Fabian Prasser, Florian Kohlmayer, Klaus A. Kuhn:
A Benchmark of Globally-Optimal Anonymization Methods for Biomedical Data. CBMS 2014: 66-71
2013
[b1]
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Fabian Praßer:
Incremental ontology-based integration for translational medical research. Technical University Munich, 2013, pp. 1-173
2012
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Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Alfons Kemper, Klaus A. Kuhn:
Highly efficient optimal k-anonymity for biomedical datasets. CBMS 2012: 1-6
[c8]
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Fabian Prasser, Alfons Kemper, Klaus A. Kuhn:
Efficient distributed query processing for autonomous RDF databases. EDBT 2012: 372-383
[c7]
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Tobias Schleinkofer, Sylvia Villain, Gregor Lamla, Fabian Praßer, Klaus A. Kuhn, Ulrich Mansmann:
S3ULMU - Prototyp-Infrastruktur für die IT-Unterstützung klinischer Studien am Klinikum der Universität München. GI-Jahrestagung 2012: 1260-1274
[c6]
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Fabian Prasser, Florian Kohlmayer, Alfons Kemper, Klaus Kuhn:
A Generic Transformation of HL7 Messages into the Resource Description Framework Data Model. GI-Jahrestagung 2012: 1559-1564
[c5]
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Florian Kohlmayer, Fabian Prasser, Claudia Eckert, Alfons Kemper, Klaus A. Kuhn:
Flash: Efficient, Stable and Optimal K-Anonymity. SocialCom/PASSAT 2012: 708-717
2011
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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): 217-226 (2011)
[c4]
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Fabian Prasser, Sebastian H. R. Wurst, Gregor Lamla, Klaus A. Kuhn, Alfons Kemper:
Inkrementelle ontologiebasierte Informationsintegration für die translationale medizinische Forschung. GI-Jahrestagung 2011: 157
2010
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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: 739-745
[c2]
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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: 786-789

2000 – 2009

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2009
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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: 709-715

Coauthor Index

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