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This paper outlines the challenges and emerging solutions for using ML for small sample sets, specifically in rare diseases.
https://www.nature.com/articles/s41592-023-01886-z
Jineta Banerjee (Sage Bionetworks)
Banerjee, J., Taroni, J.N., Allaway, R.J. et al. Machine learning in rare disease. Nat Methods 20, 803–814 (2023). https://doi.org/10.1038/s41592-023-01886-z
TL;DR
This paper outlines the challenges and emerging solutions for using ML for small sample sets, specifically in rare diseases.
Paper Link
https://www.nature.com/articles/s41592-023-01886-z
Author/Institution
Jineta Banerjee (Sage Bionetworks)
Overview
Contributions and Distinctions from Previous Works
Methods
Results
Cite
Banerjee, J., Taroni, J.N., Allaway, R.J. et al. Machine learning in rare disease. Nat Methods 20, 803–814 (2023). https://doi.org/10.1038/s41592-023-01886-z
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