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A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation

Authors :
Li, Yin
Chen, Qi
Wang, Kai
Li, Meige
Si, Liping
Guo, Yingwei
Xiong, Yu
Wang, Qixing
Qin, Yang
Xu, Ling
van der Smagt, Patrick
Tang, Jun
Chen, Nutan
Publication Year :
2024

Abstract

Multi-modality magnetic resonance imaging data with various sequences facilitate the early diagnosis, tumor segmentation, and disease staging in the management of nasopharyngeal carcinoma (NPC). The lack of publicly available, comprehensive datasets limits advancements in diagnosis, treatment planning, and the development of machine learning algorithms for NPC. Addressing this critical need, we introduce the first comprehensive NPC MRI dataset, encompassing MR axial imaging of 277 primary NPC patients. This dataset includes T1-weighted, T2-weighted, and contrast-enhanced T1-weighted sequences, totaling 831 scans. In addition to the corresponding clinical data, manually annotated and labeled segmentations by experienced radiologists offer high-quality data resources from untreated primary NPC.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2404.03253
Document Type :
Working Paper