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Moving on to our dataset, which forms the backbone of our study. The data utilized in this research is sourced from the RSNA 2022 Cervical Spine Fracture Detection competition hosted on Kaggle. Within this dataset, three main folders hold invaluable information: 'train images,' 'Bounding box,' and 'segmentations.' Each subfolder is dedicated to a specific patient, containing multiple slice images pertinent to the corresponding case. This comprehensive dataset serves as the foundation for training and evaluating our model, providing a diverse range of medical images for a thorough investigation into cervical spine bone detection. |