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@@ -65,20 +65,3 @@ Use the following IDs when organ metadata is available:
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  To reproduce the original evaluation pipeline for a Fetal HC image, use
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  `organ_id=4`.
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- ## Output
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- Returns a binary PIL foreground mask after sigmoid thresholding at `0.7`.
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-
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- ```python
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- result = segmenter("ultrasound.png", threshold=0.7)
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- ```
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-
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- ## Preprocessing
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- RGB images are aspect-ratio resized, black-padded to 512 x 512, then z-score
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- normalized using non-black pixels.
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- ## Limitations
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- Research only; not a clinical diagnostic device.
 
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  To reproduce the original evaluation pipeline for a Fetal HC image, use
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  `organ_id=4`.