Development and Validation of a Model for Laparoscopic Colorectal Surgical Instrument Recognition Using Convolutional Neural Network–Based Instance Segmentation and Videos of Laparoscopic Procedures
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DOI: 10.1001/jamanetworkopen.2022.26265
Abstract: Key Points Question Is an automatic surgical instrument recognition model with wide applicability to multiple types of instruments and pixel-level high recognition accuracy feasible? Findings This quality improvement study for development and validation used a… read more here.
Keywords: recognition; instrument recognition; laparoscopic; development validation ... See more keywords