Self-supervised transfer learning of physiological representations from free-living wearable data-Reference-Cited by-同舟云学术

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

Published:2021-04-08 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Conference on Health, Inference, and Learning
language:
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Author:

Spathis Dimitris¹,Perez-Pozuelo Ignacio¹,Brage Soren¹,Wareham Nicholas J.¹,Mascolo Cecilia¹

Affiliation:

1. University of Cambridge, UK

Funder

EPSRC

Jesus College, University of Cambridge

GlaxoSmithKline

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3450439.3451863

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3. Brandon Ballinger Johnson Hsieh Avesh Singh Nimit Sohoni Jack Wang Geoffrey H Tison Gregory M Marcus Jose M Sanchez Carol Maguire Jeffrey E Olgin etal 2018. DeepHeart: semi-supervised sequence learning for cardiovascular risk prediction. In AAAI. Brandon Ballinger Johnson Hsieh Avesh Singh Nimit Sohoni Jack Wang Geoffrey H Tison Gregory M Marcus Jose M Sanchez Carol Maguire Jeffrey E Olgin et al. 2018. DeepHeart: semi-supervised sequence learning for cardiovascular risk prediction. In AAAI.

4. EXTRACT: Strong Examples from Weakly-Labeled Sensor Data

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