David A. Clifton

Multimodal Learning With Transformers: A Survey

Peng Xu, Xiatian Zhu, David A. Clifton · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 757 citations · Full text

Multimodal Llm, Machine Vision, Machine Learning +15

Non-contact video-based vital sign monitoring using ambient light and auto-regressive models

Lionel Tarassenko, Mauricio Villarroel, Alessandro Guazzi et al. · Physiological Measurement · 2014 · 410 citations · Full text

Medical Monitoring, Engineering, Measurement +20

An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram

Peter Charlton, Timothy Bonnici, Lionel Tarassenko et al. · Physiological Measurement · 2016 · 354 citations · Full text

Signal Quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring

Christina Orphanidou, Timothy Bonnici, Peter Charlton et al. · IEEE Journal of Biomedical and Health Informatics · 2014 · 352 citations · Full text

Engineering, Measurement, Remote Patient Monitoring +19

Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters

Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton et al. · IEEE Transactions on Biomedical Engineering · 2016 · 336 citations · Full text