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Søren Brage
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2020 – today
- 2024
- [j4]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:
Prediction of total and regional body composition from 3D body shape. npj Digit. Medicine 7(1) (2024) - 2023
- [c3]Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. MLHC 2023: 863-883 - [i7]Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. CoRR abs/2307.16651 (2023) - 2022
- [j3]Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments. npj Digit. Medicine 5 (2022) - [i6]Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Longitudinal cardio-respiratory fitness prediction through free-living wearable sensors. CoRR abs/2205.03116 (2022) - [i5]Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction. CoRR abs/2211.10475 (2022) - 2021
- [j2]Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 36:1-36:30 (2021) - [c2]Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Self-supervised transfer learning of physiological representations from free-living wearable data. CHIL 2021: 69-78 - [i4]Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. CoRR abs/2102.06073 (2021) - 2020
- [i3]Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Learning Generalizable Physiological Representations from Large-scale Wearable Data. CoRR abs/2011.04601 (2020) - [i2]Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo:
Self-supervised transfer learning of physiological representations from free-living wearable data. CoRR abs/2011.12121 (2020)
2010 – 2019
- 2018
- [i1]Rahul Goel, Leandro M. T. Garcia, Anna Goodman, Rob Johnson, Rachel Aldred, Manoradhan Murugesan, Søren Brage, Kavi Bhalla, James Woodcock:
Estimating city-level travel patterns using street imagery: a case study of using Google Street View in Britain. CoRR abs/1802.02915 (2018) - 2010
- [c1]Vincent T. van Hees, Marcelo Pias, Salman Taherian, Ulf Ekelund, Søren Brage:
A method to compare new and traditional accelerometry data in physical activity monitoring. WOWMOM 2010: 1-6
2000 – 2009
- 2008
- [j1]Oliver Stegle, Sebastian V. Fallert, David J. C. MacKay, Søren Brage:
Gaussian Process Robust Regression for Noisy Heart Rate Data. IEEE Trans. Biomed. Eng. 55(9): 2143-2151 (2008)
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