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README.md
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# pockethb-base
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base hemoglobin regressor from [pocketHb](https://github.com/jayanthvee/pocketHb). resnet18 finetuned on the [nature sci data 2024](https://www.nature.com/articles/s41597-024-03895-9) fingernail+hb dataset (n=250 subjects). subject-disjoint 70/15/15 split, seed 42.
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## test metrics (patient-level)
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- MAE: 1.582 g/dL
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- RMSE: 2.235 g/dL
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- R²: +0.012
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- n = 37 subjects
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## not a medical device
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research replication only. not FDA cleared. do not use in place of a blood test.
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