Open AccessDevelopment and Validation of a Model for Laparoscopic Colorectal Surgical Instrument Recognition Using Convolutional Neural Network–Based Instance Segmentation and Videos of Laparoscopic Procedures
Author(s) -
Daichi Kitaguchi,
Younae Lee,
Kazuyuki Hayashi,
Kei Nakajima,
Shigehiro Kojima,
Hiro Hasegawa,
Nobuyoshi Takeshita,
Kensaku Mori,
Masaaki Ito
Publication year - 2022
Publication title -
jama network open
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.278
H-Index - 39
ISSN - 2574-3805
DOI - 10.1001/jamanetworkopen.2022.26265
Subject(s) - artificial intelligence , computer science , convolutional neural network , deep learning , precision and recall , pixel , segmentation , set (abstract data type) , data set , metric (unit) , pattern recognition (psychology) , computer vision , operations management , economics , programming language
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