Machine learning and health need better values
Health care is a human process that generates data from human lives, as well as the care they receive. Machine learning has worked in health to bring new technology into this sociotechnical environment, using data to support a vision of healthier living for everyone. Interdisciplinary fields of rese...
Main Authors: | Marzyeh Ghassemi, Shakir Mohamed |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-04-01
|
Series: | npj Digital Medicine |
Online Access: | https://doi.org/10.1038/s41746-022-00595-9 |
Similar Items
-
Machine learning and health need better values
by: Ghassemi, Marzyeh, et al.
Published: (2022) -
In medicine, how do we machine learn anything real?
by: Ghassemi, Marzyeh, et al.
Published: (2022) -
Representation learning in multi-dimensional clinical timeseries for risk and event prediction
by: Ghassemi, Marzyeh
Published: (2017) -
The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data
by: Citi, Luca, et al.
Published: (2019) -
Ensuring machine learning for healthcare works for all
by: McCoy, Liam G, et al.
Published: (2020)