Machine Learning Approaches for Equitable Healthcare
With the proliferation of clinical data and algorithms to improve clinical care, researchers are increasingly concerned about the equity and fairness of the resulting machine learning models. Because the observational data we collect can be noisy, incomplete, and biased, seemingly straight-forward i...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/147451 |