2 citations · 2 across the 3 of their papers we have counts for
3 papers
PASTA-4-PHT: A Pipeline for Automated Security and Technical Audits for the Personal Health Train
Sascha Welten, Karl Kindermann, Ahmet Polat +7
With the introduction of data protection regulations, the need for innovative privacy-preserving approaches to process and analyse sensitive data has become apparent. One approach…
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
Maximilian Jugl, Sascha Welten, Yongli Mou +4
With the generation of personal and medical data at several locations, medical data science faces unique challenges when working on distributed datasets. Growing data protection re…
Distributed Learning for Melanoma Classification using Personal Health Train
Yongli Mou, Sascha Welten, Yeliz Ucer Yediel +2
Skin cancer is the most common cancer type. Usually, patients with suspicion of cancer are treated by doctors without any aided visual inspection. At this point, dermoscopy has bec…