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updated README.md

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@@ -254,6 +254,6 @@ against the original data provided by the researchers on [Zenodo](https://zenodo
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  ### Known Issues/Bugs
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- 1. Serializing data into Apache Arrow format (required to load dataset via HuggingFace's `datasets` library) introduces some segmentation
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- mask integer values that do not map exactly to an anatomical feature. See the data loading [tutorial](tutorials/load_data.ipynb) for more information
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- and temporary work-arounds.
 
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  ### Known Issues/Bugs
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+ 1. Serializing data into Apache Arrow format is required to make the dataset available via HuggingFace's `datasets` library. However, it introduces some segmentation
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+ mask integer values that do not map exactly to a defined [anatomical feature category](https://grand-challenge.org/algorithms/spider-baseline-iis/).
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+ See the data loading [tutorial](tutorials/load_data.ipynb) for more information and temporary work-arounds.