Alexander Capstick

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Remote Monitoring

Relative Entropy

Statistical Mechanics

Top Venues

Artif. Intell. Medicine

npj Digit. Medicine

Tiny Papers @ ICLR

Publications

Alexander Capstick, Francesca Palermo, Kimberley Zakka, Nan Fletcher-Lloyd, Chloe Walsh, Tianyu Cui, Samaneh Kouchaki, Raphaella Jackson, Martin Tran, Michael Crone, Kirsten Jensen, Paul S. Freemont, Ravi Vaidyanathan, Magdalena Kolanko, Jessica True, Sarah Daniels, David Wingfield, Ramin Nilforooshan, Payam M. Barnaghi
Digital remote monitoring for screening and early detection of urinary tract infections. npj Digit. Medicine 7 (1) (2024)
Alexander Capstick, Tianyu Cui, Yu Chen, Payam M. Barnaghi
Representation Learning of Daily Movement Data Using Text Encoders. CoRR (2024)
Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam M. Barnaghi
Analyzing entropy features in time-series data for pattern recognition in neurological conditions. Artif. Intell. Medicine 150 (2024)
Yu Chen, Tianyu Cui, Alexander Capstick, Nan Fletcher-Lloyd, Payam M. Barnaghi
Enabling Regional Explainability by Automatic and Model-agnostic Rule Extraction. CoRR (2024)
Yushan Huang, Yuchen Zhao, Alexander Capstick, Francesca Palermo, Hamed Haddadi, Payam M. Barnaghi
Information Theory Inspired Pattern Analysis for Time-series Data. CoRR (2023)
Alexander Capstick, Payam M. Barnaghi
Predicting Targets with Data from Non-Conforming Sources. Tiny Papers @ ICLR (2023)
Alexander Capstick, Francesca Palermo, Payam M. Barnaghi
Loss Adapted Plasticity in Deep Neural Networks to Learn from Data with Unreliable Sources. CoRR (2022)
Francesca Palermo, Honglin Li, Alexander Capstick, Nan Fletcher-Lloyd, Yuchen Zhao, Samaneh Kouchaki, Ramin Nilforooshan, David J. Sharp, Payam M. Barnaghi
Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data. CoRR (2021)