Automated Surgical Instrument Detection from Laparoscopic Gastrectomy Video Images Using an Open Source Convolutional Neural Network Platform.

Yuta Yamazaki,Shingo Kanaji,Takeru Matsuda,Taro Oshikiri,Tetsu Nakamura,Satoshi Suzuki,Yuta Hiasa,Yoshito Otake,Yoshinobu Sato,Yoshihiro Kakeji

Journal of the American College of Surgeons（2020）

引用 45|浏览59

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摘要

A new automated system to detect manipulations of surgical instruments in video recordings of laparoscopic gastrectomies based on the open source neural network platform, YOLOv3, was successfully developed and validated.

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