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Breaking away from labels: The promise of self-supervised machine learning in intelligent health
Medicine is undergoing an unprecedented digital transformation, as massive amounts of health data are being produced, gathered, and curated, ranging from in-hospital (e.g., intensive care unit [ICU]) to person-generated data (wearables). Annotating all these data for training purposes in order to fe...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8848012/ https://www.ncbi.nlm.nih.gov/pubmed/35199063 http://dx.doi.org/10.1016/j.patter.2021.100410 |