Julien Cornebise
Overview
Explore the profile of Julien Cornebise including associated specialties, affiliations and a list of published articles.
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Articles
7
Citations
1125
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0
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Recent Articles
1.
Tomasev N, Harris N, Baur S, Mottram A, Glorot X, Rae J, et al.
Nat Protoc
. 2021 May;
16(6):2765-2787.
PMID: 33953393
Early prediction of patient outcomes is important for targeting preventive care. This protocol describes a practical workflow for developing deep-learning risk models that can predict various clinical and operational outcomes...
2.
Tomasev N, Cornebise J, Hutter F, Mohamed S, Picciariello A, Connelly B, et al.
Nat Commun
. 2020 May;
11(1):2468.
PMID: 32424119
Advances in machine learning (ML) and artificial intelligence (AI) present an opportunity to build better tools and solutions to help address some of the world's most pressing challenges, and deliver...
3.
Tomasev N, Glorot X, Rae J, Zielinski M, Askham H, Saraiva A, et al.
Nature
. 2019 Aug;
572(7767):116-119.
PMID: 31367026
The early prediction of deterioration could have an important role in supporting healthcare professionals, as an estimated 11% of deaths in hospital follow a failure to promptly recognize and treat...
4.
De Fauw J, Ledsam J, Romera-Paredes B, Nikolov S, Tomasev N, Blackwell S, et al.
Nat Med
. 2018 Aug;
24(9):1342-1350.
PMID: 30104768
The volume and complexity of diagnostic imaging is increasing at a pace faster than the availability of human expertise to interpret it. Artificial intelligence has shown great promise in classifying...
5.
De Fauw J, Keane P, Tomasev N, Visentin D, Van Den Driessche G, Johnson M, et al.
F1000Res
. 2017 Jul;
5:1573.
PMID: 27830057
There are almost two million people in the United Kingdom living with sight loss, including around 360,000 people who are registered as blind or partially sighted. Sight threatening diseases, such...
6.
Filippi S, Barnes C, Cornebise J, Stumpf M
Stat Appl Genet Mol Biol
. 2013 Mar;
12(1):87-107.
PMID: 23502346
Approximate Bayesian computation (ABC) has gained popularity over the past few years for the analysis of complex models arising in population genetics, epidemiology and system biology. Sequential Monte Carlo (SMC)...
7.
Korostil I, Peters G, Cornebise J, Regan D
Stat Med
. 2012 Sep;
32(11):1917-53.
PMID: 22961869
A Bayesian statistical model and estimation methodology based on forward projection adaptive Markov chain Monte Carlo is developed in order to perform the calibration of a high-dimensional nonlinear system of...