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Add input recommendations
Signed-off-by: Can Zhao <[email protected]>
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generation/maisi/README.md

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@@ -140,9 +140,22 @@ The information for the inference input, such as the body region and anatomy to
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#### Recommended spacing for different output sizes:
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|`output_size`| Recommended `"spacing"`|
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|:-----:|:-----:|
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According to the statistics of the training data, we have recommended input parameters for the body region that are included in the training data.
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|`"body_region"` |percentage of training data |Recommended `"output_size"`| Recommended `"spacing"` [mm]|
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|:--------------------------------------|:--------------------------|:----------------------|---------------------------:|
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| ['chest', 'abdomen'] | 58.55% | [512, 512, 128] | [0.781, 0.781, 2.981] |
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| ['chest'] | 38.35% | [512, 512, 128] | [0.684, 0.684, 2.422] |
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| ['chest', 'abdomen', 'lower'] | 1.42% | [512, 512, 256] | [0.793, 0.793, 1.826] |
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| ['lower'] | 0.61% | [512, 512, 384] | [0.839, 0.839, 0.728] |
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| ['abdomen', 'lower'] | 0.37% | [512, 512, 384] | [0.808, 0.808, 0.729] |
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| ['head', 'chest', 'abdomen'] | 0.33% | [512, 512, 384] | [0.977, 0.977, 2.103] |
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| ['abdomen'] | 0.13% | [512, 512, 128] | [0.723, 0.723, 1.182] |
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| ['head', 'chest', 'abdomen', 'lower'] | 0.13% | [512, 512, 384] | [1.367, 1.367, 4.603] |
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| ['head', 'chest'] | 0.10% | [512, 512, 128] | [0.645, 0.645, 2.219] |
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If users want to try different `"output_size"`, please adjust `"spacing"` to ensure a reasonable FOV, which is the product of `"output_size"` and `"spacing"`.
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For example,
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|`"output_size"`| Recommended `"spacing"`|
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[256, 256, 256] | [1.5, 1.5, 1.5] |
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[512, 512, 128] | [0.8, 0.8, 2.5] |
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[512, 512, 512] | [1.0, 1.0, 1.0] |

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