A Privacy-Preserving Log-Rank Test for the Kaplan-Meier Estimator With Secure Multiparty Computation: Algorithm Development and Validation
A Privacy-Preserving Log-Rank Test for the Kaplan-Meier Estimator With Secure Multiparty Computation: Algorithm Development and Validation
Marcel von Maltitz
1
, Dr rer nat
;
Hendrik Ballhausen
2, 3
, Dr rer nat
;
David Kaul
4, 5
, Dr med
;
Daniel F Fleischmann
2, 3, 6
, Dr med
;
Maximilian Niyazi
2, 3
, Prof Dr med
;
Claus Belka
2, 3
, Prof Dr med
;
Georg Carle
1
, Prof Dr-Ing
1
Chair of Network Architectures and Services
,
Department of Informatics
,
Technical University of Munich, TUM
,
Garching
,
DE
2
Department of Radiation Oncology
,
University Hospital
,
Ludwig-Maximilians-Universität München, LMU
,
Munich
,
DE
3
German Cancer Consortium (DKTK)
,
partner site Munich
,
Munich
,
DE
4
Department of Radiation Oncology
,
Charité - University Medicine
,
Berlin
,
DE
5
German Cancer Consortium (DKTK)
,
partner site Berlin
,
Berlin
,
DE
6
German Cancer Research Center (DKFZ)
,
Heidelberg
,
DE
Corresponding Author:
-
Marcel von Maltitz, Dr rer nat
-
Chair of Network Architectures and Services
-
Department of Informatics
-
Technical University of Munich, TUM
-
Boltzmannstraße 3
-
Garching
-
DE
-
Phone:
49 (89) 289 ext 18032
-
Email: vonmaltitz@net.in.tum.de