Søren Brage

14 papers C 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Prediction of total and regional body composition from 3D body shape.
npj Digit. Medicine
Chexuan Qiao, Emanuella De Lucia Rolfe, Ethan Mak, Akash Sengupta, Richard Powell, Laura P. E. Watson, Steven B. Heymsfield, John A. Shepherd, Nicholas J. Wareham, Søren Brage, Roberto Cipolla
2023 — conf
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction.
MLHC
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2023 J jnl
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction.
CoRR
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2022 J jnl
Longitudinal cardio-respiratory fitness prediction through free-living wearable sensors.
CoRR
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2022 J jnl
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments.
npj Digit. Medicine
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2022 J jnl
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction.
CoRR
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2021 — conf
Self-supervised transfer learning of physiological representations from free-living wearable data.
CHIL
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2021 J jnl
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data.
CoRR
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2021 J jnl
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2020 J jnl
Learning Generalizable Physiological Representations from Large-scale Wearable Data.
CoRR
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2020 J jnl
Self-supervised transfer learning of physiological representations from free-living wearable data.
CoRR
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
2018 J jnl
Estimating city-level travel patterns using street imagery: a case study of using Google Street View in Britain.
CoRR
Rahul Goel, Leandro M. T. Garcia, Anna Goodman, Rob Johnson, Rachel Aldred, Manoradhan Murugesan, Søren Brage, Kavi Bhalla, James Woodcock
2010 C conf
A method to compare new and traditional accelerometry data in physical activity monitoring.
WOWMOM
Vincent T. van Hees, Marcelo Pias, Salman Taherian, Ulf Ekelund, Søren Brage
2008 J jnl
Gaussian Process Robust Regression for Noisy Heart Rate Data.
IEEE Trans. Biomed. Eng.
Oliver Stegle, Sebastian V. Fallert, David J. C. MacKay, Søren Brage