Fadila Zerka

Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in Multicentric Medical Imaging (C-DistriM)

Fadila Zerka, Visara Urovi, Akshayaa Vaidyanathan et al. · IEEE Access · 2020 · 87 citations · Full text

Computing, Health Informatics, Distributed Systems +12

Deep learning for the fully automated segmentation of the inner ear on MRI

Akshayaa Vaidyanathan, Marly F. J. A. van der Lubbe, Ralph T. H. Leijenaar et al. · Scientific Reports · 2021 · 77 citations · Full text

Medicine, Anatomy, Radiology +15

Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19

Julien Guiot, Akshayaa Vaidyanathan, Louis Deprez et al. · Diagnostics · 2020 · 49 citations · Full text

Medicine, Health Informatics, Radiology +17

Development and validation of an automated radiomic CT signature for detecting COVID-19

Julien Guiot, Akshayaa Vaidyanathan, Louis Deprez et al. · medRxiv · 2020 · 32 citations · Full text

Medicine, Health Informatics, Radiology +17

Privacy preserving distributed learning classifiers – Sequential learning with small sets of data

Fadila Zerka, Visara Urovi, Fabio Bottari et al. · Computers in Biology and Medicine · 2021 · 23 citations · Full text

Computing, Data Science, Machine Learning +16