Refactor iterative labeling logic init from discs only #54
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Reorganized the spine labeling logic by separating the functionality into distinct functions for better readability and maintainability. Removed `init_vertebrae`, `step_diff_label`, `step_diff_disc`, and related parameters to streamline the process. Added new parameters `output_c2c3` and `output_c2` for setting specific output labels. This refactor facilitates easier adjustments and enhancements in the future, improving code usability. Resolves issue #50
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This PR will be used to improve the accuracy of the labeling aswell. See #45 |
Renamed variables and comments to improve clarity and understandability of the labeling process. Adjusted label computation logic to accurately reflect the sorting and labeling operations, especially for handling cases involving C1 and C2 vertebrae. This enhances readability and maintains consistency within the code base. No functional changes are expected.
Refined the logic for determining the superior output label by replacing the use of the first element with the most frequent element. This ensures better accuracy in cases with multiple segmented labels and improves robustness in varying data scenarios. Addresses potential inaccuracies in segmentation outputs noted during recent evaluations.
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Reorganized the spine labeling logic by separating the functionality into distinct functions for better readability and maintainability. Removed
init_vertebrae,step_diff_label,step_diff_disc, and related parameters to streamline the process. Added new parametersoutput_c2c3andoutput_c2for setting specific output labels.This refactor facilitates easier adjustments and enhancements in the future, improving code usability.
Resolves issue #50