Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories

Autor: Barnes, Thea, Werner, Enrico, Clark, Jeffrey N., Santos-Rodriguez, Raul

Quantifying a patient's health status provides clinicians with insight into patient risk, and the ability to better triage and manage resources. Early Warning Scores (EWS) are widely deployed to measure overall health status, and risk of adverse outc

Externí odkaz: http://arxiv.org/abs/2407.09373

Identification, explanation and clinical evaluation of hospital patient subtypes

Autor: Werner, Enrico, Clark, Jeffrey N., Bhamber, Ranjeet S., Ambler, Michael, Bourdeaux, Christopher P., Hepburn, Alexander, McWilliams, Christopher J., Santos-Rodriguez, Raul

We present a pipeline in which unsupervised machine learning techniques are used to automatically identify subtypes of hospital patients admitted between 2017 and 2021 in a large UK teaching hospital. With the use of state-of-the-art explainability t

Externí odkaz: http://arxiv.org/abs/2301.08019

Examination of Polymer Blends by AFM Phase Images.

Autor: Werner, Enrico, Güth, Uwe, Brockhagen, Bennet, Döpke, Christoph, Ehrmann, Andrea

Publikováno v: Technologies (2227-7080); Apr2023, Vol. 11 Issue 2, p56, 11p

RUBIC: An Untethered Soft Robot With Discrete Path Following.

Autor: Chen HY; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Mechanical Engineering, University of Bristol, Bristol, United Kingdom., Diteesawat RS; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; EPSRC Centre for Doctoral Training in Robotics and Autonomous Systems (FARSCOPE), University of Bristol and University of the West of England, Bristol, United Kingdom., Haynes A; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Engineering Mathematics, University of Bristol, Bristol, United Kingdom., Partridge AJ; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Mechanical Engineering, University of Bristol, Bristol, United Kingdom., Simons MF; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Engineering Mathematics, University of Bristol, Bristol, United Kingdom., Werner E; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; EPSRC Centre for Doctoral Training in Robotics and Autonomous Systems (FARSCOPE), University of Bristol and University of the West of England, Bristol, United Kingdom., Garrad M; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; EPSRC Centre for Doctoral Training in Robotics and Autonomous Systems (FARSCOPE), University of Bristol and University of the West of England, Bristol, United Kingdom., Rossiter J; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Engineering Mathematics, University of Bristol, Bristol, United Kingdom., Conn AT; Bristol Robotics Laboratory, University of Bristol, Bristol, United Kingdom.; Department of Mechanical Engineering, University of Bristol, Bristol, United Kingdom.

Publikováno v: Frontiers in robotics and AI [Front Robot AI] 2019 Jul 12; Vol. 6, pp. 52. Date of Electronic Publication: 2019 Jul 12 (Print Publication: 2019).