Review
Copyright ©The Author(s) 2023.
World J Gastrointest Surg. Nov 27, 2023; 15(11): 2382-2397
Published online Nov 27, 2023. doi: 10.4240/wjgs.v15.i11.2382
Table 1 Selected fully automatic liver segmentation algorithms[28]
Ref.
Key techniques
Dataset
Accuracy
Kumar et al[29], 2013Region growingProprietary98% ± 1%
Chen et al[30], 2012AAM, graph cutSLIVER0793.5% ± 1.8%
Huang et al[31], 2016Template matching (SBLDA)3D-IRCADb92.16% ± 2.95%
Wu et al[32], 2016Linear clustering, graph cutSLIVER0775.2%-71.4%
Mohamed et al[33], 2017Bayesian modelProprietary95.5%
Zheng et al[34], 2022DL (CNN, C-LSTM)SLIVER0782.5% ± 7.7%