Julian Gilbey

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts, Derek Driggs, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 937 citations · Full text

Multiphoton time-domain fluorescence lifetime imaging microscopy: practical application to protein–protein interactions using global analysis

Paul R. Barber, Simon Ameer‐Beg, Julian Gilbey et al. · Journal of The Royal Society Interface · 2008 · 132 citations · Full text

Engineering, Microscopy, Molecular Biology +18

The impact of imputation quality on machine learning classifiers for datasets with missing values

Tolou Shadbahr, Michael Roberts, Jan Stanczuk et al. · Communications Medicine · 2023 · 94 citations · Full text

Global and pixel kinetic data analysis for FRET detection by multi-photon time-domain FLIM

Paul R. Barber, Simon Ameer‐Beg, Julian Gilbey et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2005 · 52 citations

Photonic Sensor, Engineering, Molecular Biology +30

Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images

Jim Denholm, B.A. Schreiber, Shelley Evans et al. · Journal of Pathology Informatics · 2022 · 31 citations · Full text