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authorId(s): 52582174
Author(s): Sascha Welten
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24
A Privacy-Preserving Distributed Analytics Platform for Health Care Data
Sascha Welten, Yongli Mou, ..., O. Beyan
2022
8
Distributed Skin Lesion Analysis Across Decentralised Data Sources
Yongli Mou, Sascha Welten, ..., O. Beyan
2021
7
DAMS: A Distributed Analytics Metadata Schema
Sascha Welten, Lauren Neumann, ..., O. Beyan
2021
6
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics
Sascha Welten, Lars Hempel, ..., T. Kirsten
2022
5
Synthetic rainfall data generator development through decentralised model training
Sascha Welten, Adrian Holt, ..., Stefan Decker
2022
5
Optimized Federated Learning on Class-Biased Distributed Data Sources
Yongli Mou, Jiahui Geng, ..., O. Beyan
2021
2
Distributed Learning for Melanoma Classification using Personal Health Train
Yongli Mou, Sascha Welten, ..., O. Beyan
2021
1
Will it run?—A proof of concept for smoke testing decentralized data analytics experiments
Sascha Welten, Sven Weber, ..., Stefan Decker
2024
1
Generation of harmonised pluvial flood hazard maps through decentralised analytics
Sascha Welten, Adrian Holt, ..., Stefan Decker
2024
1
A study on interoperability between two Personal Health Train infrastructures in leukodystrophy data analysis
Sascha Welten, Marius de Arruda Botelho Herr, ..., Toralf Kirsten
2024

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