Concepedia

Ignacio Perez-Pozuelo

IP

9

Publications

410

Citations

9

H-Index

2020

Active since

Affiliations

University of Cambridge(Current)

MRC Epidemiology Unit

The Alan Turing Institute

Yonsei University

Ignacio Perez-Pozuelo is an author at University of Cambridge specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionSleepHealthMedicineKinesiology

Publications per year

2020–2023

9

Publications

9

SelfHAR

Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2021 · 120 citations · Full text

Data Augmentation, Machine Vision, Machine Learning +12

Making Sense of Sleep

Bing Zhai, Ignacio Perez-Pozuelo, Emma A.D. Clifton et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020 · 74 citations

Sleep Disorders, Sleep Health, Engineering +27

Exploring Contrastive Learning in Human Activity Recognition for Healthcare

Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis et al. · arXiv (Cornell University) · 2020 · 56 citations · Full text

Engineering, Machine Learning, Wearable Technology +19

Self-supervised transfer learning of physiological representations from free-living wearable data

Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage et al. · 2021 · 37 citations · Full text

Resting heart rate is a population-level biomarker of cardiorespiratory fitness: The Fenland Study

Tomas I. Gonzales, Justin Y. Jeon, Tim Lindsay et al. · PLoS ONE · 2023 · 31 citations · Full text

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