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@@ -20,7 +20,7 @@ Test our model live with the Gradio app for VIBE on [Hugging Face Spaces](https:
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  ## Results for VIBE
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  Note that our results are not directly comparable with the results reported in [study](https://link.springer.com/content/pdf/10.1038/s41598-020-80068-9.pdf), as we opted to use the test set for validation to allocate more data to training. Unlike the approach detailed in the study, we refrained from post-processing steps, such as retaining only the largest object.
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- Our analysis indicated that this method could occasionally eliminate the tumor. As a reference, we've included the "n_components" column.
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  Below is the box plot showcasing predictions on the validation set:![](vibe_boxplot.png)
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  The results from the validation set are also presented in the table below:
 
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  ## Results for VIBE
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  Note that our results are not directly comparable with the results reported in [study](https://link.springer.com/content/pdf/10.1038/s41598-020-80068-9.pdf), as we opted to use the test set for validation to allocate more data to training. Unlike the approach detailed in the study, we refrained from post-processing steps, such as retaining only the largest object.
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+ Predictions from new test cases indicate that this method could occasionally eliminate the tumor.
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  Below is the box plot showcasing predictions on the validation set:![](vibe_boxplot.png)
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  The results from the validation set are also presented in the table below: