Secure, privacy-preserving and federated machine learning in medical imaging

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

Computing, Computer Science, Algorithms +10

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

Cathie Sudlow, John Gallacher, Naomi E. Allen et al. · PLoS Medicine · 2015 · 13.3K citations · Full text

Life Sciences, Genetics, Geriatric Medicine +9

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J.W.L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar et al. · Nature Communications · 2014 · 5.1K citations · Full text

Medicine, Oncology, Radiology +17

The global landscape of AI ethics guidelines

Anna Jobin, Marcello Ienca, Effy Vayena · Nature Machine Intelligence · 2019 · 5K citations · Full text

Computing, Data Science, Artificial Intelligence +13