Self-Supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets

Mike A. Merrill, Tim Althoff. Self-Supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets. In Bobak J. Mortazavi, Tasmie Sarker, Andrew Beam, Joyce C. Ho, editors, Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA. Volume 209 of Proceedings of Machine Learning Research, pages 191-206, PMLR, 2023. [doi]

Abstract

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