Real-time robust liver and gallbladder segmentation during laparoscopic cholecystectomy using convolutional neural networks: an analysis

Aim: Images in different laparoscopic cholecystectomy datasets are acquired using various camera models, parameters, and settings, with the annotation methods varying by institution. These factors result in inconsistent inference performance of the network model. This study aims to identify the opti...

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Bibliographic Details
Published in:Artificial Intelligence Surgery
Main Author: Ghobadi V.; Ismail L.I.; Hasan W.Z.W.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Format: Article
Language:English
Published: OAE Publishing Inc. 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214400343&doi=10.20517%2fais.2024.30&partnerID=40&md5=825857d41e47c2d11a5ae1b3c7fcc990