遇见数据集

cholec181 dataset for instrument-tissue interaction detection for surgical scene understanding

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NIAID Data Ecosystem2026-05-02 收录
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label includes:[ instrument, instrument detection, tissue,tissue detection,instrument-tissue interaction] map list: ins_dict = {1:'grasper', 2:'hook'} tis_dict = {0:'null', 1:'gallbladder', 2:'gut', 3:'liver', 4:'omentum', 5:'specimen-bag'} Please cite the following paper: Lin, W., Hu, Y., Fu, H., Yang, M., Chng, C. B., Kawasaki, R., ... & Liu, J. (2024). Instrument-tissue Interaction Detection Framework for Surgical Video Understanding. IEEE Transactions on Medical Imaging.

数据集标签集合包含:[器械(instrument)、器械检测(instrument detection)、组织(tissue)、组织检测(tissue detection)、器械-组织交互(instrument-tissue interaction)]。 映射列表如下: 器械映射字典(ins_dict):`{1: '抓钳(grasper)', 2: '手术钩(hook)'}` 组织映射字典(tis_dict):`{0: '无(null)', 1: '胆囊(gallbladder)', 2: '肠管(gut)', 3: '肝脏(liver)', 4: '大网膜(omentum)', 5: '标本袋(specimen-bag)'}` 请引用以下文献: Lin, W., Hu, Y., Fu, H., Yang, M., Chng, C. B., Kawasaki, R., ... & Liu, J. (2024). 面向手术视频理解的器械-组织交互检测框架(Instrument-tissue Interaction Detection Framework for Surgical Video Understanding). IEEE医学影像汇刊(IEEE Transactions on Medical Imaging)。

创建时间:
2025-01-13
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