Spine endoscopic atlas: an open-source dataset for surgical instrument segmentation

Spine endoscopic atlas: an open-source dataset for surgical instrument segmentation

The Spine Endoscopic Atlas (SEA) is a comprehensive dataset specifically designed for the segmentation of surgical instruments used in endoscopic spine surgery (ESS). Given the steep learning curve of ESS and the increasing importance of artificial intelligence (AI) systems in improving procedural a...

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Bibliographic Details
Main Author: Xiang Liao (19745088) (author)
Other Authors: Zhipeng Xu (19745085) (author), Hong Wang (19745108) (author), Shangjie Wu (19745096) (author), Zhouyang Hu (19993126) (author), Jianjin Zhang (19993007) (author), Yanhong Chen (19993039) (author), Guanghui Yue (19745094) (author), Guoxin Fan (19745091) (author), Jax Luo (21705826) (author), Yongxian Huang (19992968) (author)
Published: 2025
Subjects:
Artificial Intelligence and Image Processing
Surgery
Surgical instruments
Deep learning models
Artificial Intelligence (AI)
Segmentation
Endoscopic spine surgery
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