Automated laparoscopic colorectal surgery workflow recognition using artificial intelligence: Experimental research

Identifying laparoscopic surgical videos using artificial intelligence (AI) facilitates the automation of several currently time-consuming manual processes, including video analysis, indexing, and video-based skill assessment. This study aimed to construct a large annotated dataset comprising laparo...

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Veröffentlicht in:	International journal of surgery (London, England) England), 2020-07, Vol.79, p.88-94
Hauptverfasser:	Kitaguchi, Daichi, Takeshita, Nobuyoshi, Matsuzaki, Hiroki, Oda, Tatsuya, Watanabe, Masahiko, Mori, Kensaku, Kobayashi, Etsuko, Ito, Masaaki
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Automatic video indexing Convolutional neural network Laparoscopic colorectal surgery Surgical skill assessment Surgical workflow recognition
Online-Zugang:	Volltext
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