IEEE/ICACT20240327 Slide.07        [Big Slide]       Oral Presentation
Now, let's get into the specifics of our dataset, with a focus on the 'Dataset Description' field. The segmentation file within our dataset proves instrumental, providing labeled information for each vertebra in the cervical spine, from C1 to C7. This segmentation allows for the precise anatomical identification of each vertebra. In the segmentation masks, unique values play a key role in indicating the presence of specific bones for each slice. For instance, in our example, we have unique values [0,6]. Here's the breakdown: 0: Represents the background 6: Specifically denotes Bone C6 This specific level of labeling not only speeds up model training but also ensures accurate and detailed identification of cervical spine bones throughout the dataset.

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