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Ignacio Perez-Pozuelo
Ignacio Perez-Pozuelo
University of Cambridge & The Alan Turing Institute
Verified email at alumni.brown.edu - Homepage
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Cited by
Cited by
Year
The future of sleep health: a data-driven revolution in sleep science and medicine
I Perez-Pozuelo, B Zhai, J Palotti, R Mall, M Aupetit, JM Garcia-Gomez, ...
NPJ digital medicine 3 (1), 42, 2020
1922020
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
CI Tang, I Perez-Pozuelo, D Spathis, S Brage, N Wareham, C Mascolo
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
982021
Exploring Contrastive Learning in Human Activity Recognition for Healthcare
CI Tang, I Perez-Pozuelo, D Spathis, C Mascolo
Machine Learning for Mobile Health workshop (ML4MH @ NeurIPS 2020), 2020
862020
Making sense of sleep: Multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing
B Zhai, I Perez-Pozuelo, EAD Clifton, J Palotti, Y Guan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
672020
Past, present, and future of multisensory wearable technology to monitor sleep and circadian rhythms
MR Lujan, I Perez-Pozuelo, MA Grandner
Frontiers in digital health 3, 721919, 2021
512021
Self-supervised transfer learning of physiological representations from free-living wearable data
D Spathis, I Perez-Pozuelo, S Brage, NJ Wareham, C Mascolo
Proceedings of the Conference on Health, Inference, and Learning, 69-78, 2021
322021
Wearables, smartphones, and artificial intelligence for digital phenotyping and health
I Perez-Pozuelo, D Spathis, EAD Clifton, C Mascolo
Digital health, 33-54, 2021
292021
Breaking away from labels: The promise of self-supervised machine learning in intelligent health
D Spathis, I Perez-Pozuelo, L Marques-Fernandez, C Mascolo
Patterns 3 (2), 2022
232022
Resting heart rate as a biomarker for tracking change in cardiorespiratory fitness of UK adults: The Fenland Study
TI Gonzales, JY Jeon, T Lindsay, K Westgate, I Perez-Pozuelo, S Hollidge, ...
MedRxiv, 2020.07. 01.20144154, 2020
152020
Detecting sleep outside the clinic using wearable heart rate devices
I Perez-Pozuelo, M Posa, D Spathis, K Westgate, N Wareham, C Mascolo, ...
Scientific Reports 12 (1), 7956, 2022
132022
Digital phenotyping and sensitive health data: Implications for data governance
I Perez-Pozuelo, D Spathis, J Gifford-Moore, J Morley, J Cowls
Journal of the American Medical Informatics Association 28 (9), 2002-2008, 2021
132021
Learning Generalizable Physiological Representations from Large-scale Wearable Data
D Spathis, I Perez-Pozuelo, S Brage, NJ Wareham, C Mascolo
Machine Learning for Mobile Health workshop (ML4MH @ NeurIPS 2020), 2020
82020
Diurnal profiles of physical activity and postures derived from wrist-worn accelerometry in UK adults
I Perez-Pozuelo, T White, K Westgate, K Wijndaele, NJ Wareham, ...
Journal for the Measurement of Physical Behaviour 3 (1), 39-49, 2020
72020
Exploring contrastive learning in human activity recognition for healthcare. arXiv 2020
CI Tang, I Perez-Pozuelo, D Spathis, C Mascolo
arXiv preprint arXiv:2011.11542, 0
6
The future of sleep health: a data-driven revolution in sleep science and medicine. NPJ Digit Med. 2020; 3: 42
I Perez-Pozuelo, B Zhai, J Palotti, R Mall, M Aupetit, JM Garcia-Gomez, ...
Published 2020 Mar 23. doi: 10.1038/s41746-020-0244 4, 0
6
Resting heart rate is a population-level biomarker of cardiorespiratory fitness: The Fenland Study
TI Gonzales, JY Jeon, T Lindsay, K Westgate, I Perez-Pozuelo, S Hollidge, ...
Plos one 18 (5), e0285272, 2023
32023
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments
D Spathis, I Perez-Pozuelo, TI Gonzales, Y Wu, S Brage, N Wareham, ...
Nature Digital Medicine (npj Dig. Med.) 5 (1), 1-11, 2022
3*2022
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction
Y Wu, D Spathis, H Jia, I Perez-Pozuelo, TI Gonzales, S Brage, ...
NeurIPS Machine Learning for Health (ML4H 2022), 2022
22022
Predicting several sleep quality metrics based on same day physical activity
J Palotti, I Perez-Pozuelo, A Al Homaid, R Mall, M Posa, H Berlin, D Jin, ...
ICLR-AI4PH 2021, 2021
22021
Detecting sleep in free-living conditions without sleep-diaries: a device-agnostic, wearable heart rate sensing approach
I Perez-Pozuelo, M Posa, D Spathis, K Westgate, N Wareham, C Mascolo, ...
medRxiv, 2020.09. 05.20188367, 2020
12020
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