papers
Publications (19)
stat.ML2020
DeepClean -- self-supervised artefact rejection for intensive care waveform data using deep generative learning
Tom Edinburgh, Peter Smielewski, Marek Czosnyka +2
cs.LG2023
Clairvoyance: A Pipeline Toolkit for Medical Time Series
Daniel Jarrett, Jinsung Yoon, Ioana Bica +3
cs.LG2022
The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach
Shubhayu Bhattacharyay, Ioan Milosevic, Lindsay Wilson +6
stat.AP2019
ICU Disparnumerophobia and Triskaidekaphobia: The 'Irrational Care Unit'?
Ari Ercole
econ.TH2026
A Coordination Theory of NHS Whistleblowing Failure
Ari Ercole
stat.ME2021
Causality indices for bivariate time series data: a comparative review of performance
Tom Edinburgh, Stephen J. Eglen, Ari Ercole
cs.LG2020
Hide-and-Seek Privacy Challenge
James Jordon, Daniel Jarrett, Jinsung Yoon +7
cs.LG2019
Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care
Hiske Overweg, Anna-Lena Popkes, Ari Ercole +4
cs.LG2020
Adaptive Prediction Timing for Electronic Health Records
Jacob Deasy, Ari Ercole, Pietro Liò
cs.LG2019
Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning
Jacob Deasy, Ari Ercole, Pietro Liò
econ.TH2026
The partial adoption trap: Coordination failure, trust, and cultural lock-in in health AI adoption
Ari Ercole
cs.LG2019
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing
Jacob Deasy, Pietro Liò, Ari Ercole
cs.AI2026
Healthcare AI for Automation or Allocation? A Transaction Cost Economics Framework
Ari Ercole
cs.GT2026
Incentives, Equilibria, and the Limits of Healthcare AI: A Game-Theoretic Perspective
Ari Ercole
eess.SP2025
Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series
Xuhang Chen, Ihsane Olakorede, Stefan Yu Bögli +8
stat.ME2022
Bayesian model selection for multilevel models using integrated likelihoods
Tom Edinburgh, Ari Ercole, Stephen J. Eglen
cs.LG2023
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia à kerlund +7
cs.SI2019
Characterising complex healthcare systems using network science: The small world of emergency surgery
Katharina Kohler, Ari Ercole
econ.EM2026
Digital Maturity and Technical Efficiency in NHS Acute Trusts: Cross-Sectional Evidence from England
Ari Ercole