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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
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8
Distributed Skin Lesion Analysis Across Decentralised Data Sources
Yongli Mou
,
Sascha Welten
, ...,
O. Beyan
2021
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7
DAMS: A Distributed Analytics Metadata Schema
Sascha Welten
,
Lauren Neumann
, ...,
O. Beyan
2021
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6
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics
Sascha Welten
,
Lars Hempel
, ...,
T. Kirsten
2022
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5
Synthetic rainfall data generator development through decentralised model training
Sascha Welten
,
Adrian Holt
, ...,
Stefan Decker
2022
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5
Optimized Federated Learning on Class-Biased Distributed Data Sources
Yongli Mou
,
Jiahui Geng
, ...,
O. Beyan
2021
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2
Distributed Learning for Melanoma Classification using Personal Health Train
Yongli Mou
,
Sascha Welten
, ...,
O. Beyan
2021
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1
Will it run?—A proof of concept for smoke testing decentralized data analytics experiments
Sascha Welten
,
Sven Weber
, ...,
Stefan Decker
2024
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1
Generation of harmonised pluvial flood hazard maps through decentralised analytics
Sascha Welten
,
Adrian Holt
, ...,
Stefan Decker
2024
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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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