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
31 2020 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
29 2020 Constraining variational inference with geometric jensen-shannon divergence J Deasy, N Simidjievski, P Liò
Advances in Neural Information Processing Systems 33, 10647-10658, 2020
21 2020 Heavy-tailed denoising score matching J Deasy, N Simidjievski, P Liò
arXiv preprint arXiv:2112.09788, 2021
11 2021 The r-Hunter–Saxton equation, smooth and singular solutions and their approximation CJ Cotter, J Deasy, T Pryer
Nonlinearity 33 (12), 7016, 2020
7 2020 Adaptive prediction timing for electronic health records J Deasy, A Ercole, P Liò
arXiv preprint arXiv:2003.02554, 2020
4 2020 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
3 2019 -VAEs : Optimising variational inference by learning data-dependent divergence skewJ Deasy, TA McIver, N Simidjievski, P Lio
ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021
2 2021 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
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 Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction A Lafita, F Gonzalez, M Hossam, P Smyth, J Deasy, AL Allyn-Feuer, ...
ICLR 2024 Workshop on Machine Learning for Genomics Explorations, 0