Ignacio Perez-Pozuelo
Ignacio Perez-Pozuelo
PhD Student, University of Cambridge & The Alan Turing Institute
Verified email at alumni.brown.edu - Homepage
Title
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), 1-15, 2020
122020
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
72020
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
32020
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
22020
Self-supervised transfer learning of physiological representations from free-living wearable data
D Spathis, I Perez-Pozuelo, S Brage, NJ Wareham, C Mascolo
arXiv preprint arXiv:2011.12121, 2020
12020
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
CI Tang, I Perez-Pozuelo, D Spathis, S Brage, N Wareham, C Mascolo
arXiv preprint arXiv:2102.06073, 2021
2021
Wearables, smartphones, and artificial intelligence for digital phenotyping and health
I Perez-Pozuelo, D Spathis, EAD Clifton, C Mascolo
Digital Health, 33-54, 2021
2021
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
2020
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
2020
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
2020
Learning predictive temporal structure under uncertainty
R Wang, M Gates, I Perez Pozuelo, A Welchman, Z Kourtzi
SFN 2018 (San Diego, CA), 2018
2018
Discrimant Tone Encoding in Human's Superior Temporal Gyrus
IP Pozuelo
University of California, Berkeley, 2017
2017
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Articles 1–12