Julien Cornebise

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.5K citations

Convolutional Neural Network, Ocular Disease, Engineering +10

Weight Uncertainty in Neural Networks

Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al. · arXiv (Cornell University) · 2015 · 1.3K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

A clinically applicable approach to continuous prediction of future acute kidney injury

Nenad Tomašev, Xavier Glorot, Jack W. Rae et al. · Nature · 2019 · 1K citations · Full text

Prognostic Evaluation, Hemodialysis, Renal Function +12

Weight Uncertainty in Neural Network

Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al. · International Conference on Machine Learning · 2015 · 880 citations

Artificial Intelligence, Engineering, Machine Learning +15

On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo

Sarah Filippi, C. Barnes, Julien Cornebise et al. · Statistical Applications in Genetics and Molecular Biology · 2013 · 123 citations

Engineering, Markov Chain Monte Carlo, Bayesian Inference +17