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Jacob Deasy
Jacob Deasy
AI Fellow, GSK
Verified email at gsk.com - Homepage
Title
Cited by
Cited by
Year
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or curation
J Deasy, P Liò, A Ercole
Scientific Reports 10 (1), 22129, 2020
312020
Forecasting Ultra-early Intensive Care Strain from COVID-19 in England, v1. 1.4
J Deasy, E Rocheteau, K Kohler, DJ Stubbs, P Barbiero, P Lio, A Ercole
MedRxiv, 2020.03. 19.20039057, 2020
302020
Constraining variational inference with geometric jensen-shannon divergence
J Deasy, N Simidjievski, P Liò
Advances in Neural Information Processing Systems 33, 10647-10658, 2020
202020
Heavy-tailed denoising score matching
J Deasy, N Simidjievski, P Liò
arXiv preprint arXiv:2112.09788, 2021
112021
The r-Hunter–Saxton equation, smooth and singular solutions and their approximation
CJ Cotter, J Deasy, T Pryer
Nonlinearity 33 (12), 7016, 2020
72020
Adaptive prediction timing for electronic health records
J Deasy, A Ercole, P Liò
arXiv preprint arXiv:2003.02554, 2020
42020
Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning
J Deasy, A Ercole, P Liò
arXiv preprint arXiv:1909.08981, 2019
32019
-VAEs : Optimising variational inference by learning data-dependent divergence skew
J Deasy, TA McIver, N Simidjievski, P Lio
ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021
22021
Generalising sequence models for epigenome predictions with tissue and assay embeddings
J Deasy, R Schwessinger, F Gonzalez, S Young, K Branson
arXiv preprint arXiv:2308.11671, 2023
2023
Single-cell gene expression prediction from DNA sequence at large contexts
R Schwessinger, J Deasy, RT Woodruff, S Young, KM Branson
bioRxiv, 2023.07. 26.550634, 2023
2023
Relaxing assumptions in deep probabilistic modelling
J Deasy
University of Cambridge, 2022
2022
TRAUMATIC BRAIN INJURY PATIENT TRAJECTORIES IN THE ICU: FULL-CONTEXT MODELLING WITH ARTIFICIAL INTELLIGENCE FOR DYNAMIC ORDINAL PROGNOSES
S Bhattacharyay, J Deasy, L Wilson, D Menon, R Stevens, E Steyerberg, ...
JOURNAL OF NEUROTRAUMA 39 (11-12), A107-A107, 2022
2022
Forecasting ultra-early intensive care strain from COVID-19 in England (preprint)
J Deasy, E Rocheteau, K Kohler, DJ Stubbs, P Barbiero, P Liò, A Ercole
2020
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Articles 1–13