| Literature DB >> 36010381 |
Hao-Jen Wang1, Li-Wei Chen1, Hsin-Ying Lee2, Yu-Jung Chung1, Yan-Ting Lin1, Yi-Chieh Lee2, Yi-Chang Chen1, Chung-Ming Chen1, Mong-Wei Lin3.
Abstract
Errors occurred in the standard deviation of the Dice similarity coefficient (DSC) described in the original publication [...].Entities:
Year: 2022 PMID: 36010381 PMCID: PMC9406790 DOI: 10.3390/diagnostics12081867
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Segmentation performance of the two-stage segmentation architecture.
| Aorta | Pulmonary Artery | ||
|---|---|---|---|
| Model | DSC | Model | DSC |
| 1-AA | 0.97 ± 0.007 | 1-PA | 0.91 ± 0.002 |
| 2-PA | 0.93 ± 0.002 | ||
| 3D U-Net | 0.87 ± 0.025 | 3D U-Net | 0.87 ± 0.0004 |
1-AA, aorta segmentation model; 1-PA, one-channel pulmonary artery segmentation model by inputting non-contrast-enhanced image; 2-PA, two-channel model by inputting non-contrast-enhanced image and enhanced image; DSC, Dice similarity coefficient stage.
Comparison of segmentation performance between the method in this research method and those in previous research.
| Method | DSC | |
|---|---|---|
| Aorta | 2016 Jang et al. [25] | 0.95 ± 0.02 |
| 2009 Išgum et al. [26] | 0.87 ± 0.03 | |
| 2012 Kurugol et al. [27] | 0.93 ± 0.01 | |
| 2013 Avila-Montes et al. [28] | 0.88 ± 0.05 | |
| 2017 Dasgupta et al. [29] | 0.88 ± 0.06 | |
| 2014 Xie et al. [30] | 0.93 ± 0.01 | |
| 2015 Kurugol et al. [31]. | 0.92 ± 0.01 | |
| 2019 Gamechi et al. [32] | 0.95 ± 0.01 | |
| 2018 Noothout et al. [33] | 0.91 ± 0.04 | |
| 2021 Lartaud et al. [34] | 0.92 ± 0.02 | |
| 2020 Haq et al. [35] | 0.75 ≤ DSC ≤ 0.94 | |
| 2020 Morris et al. [36] | 0.85 ± 0.03 | |
| 2021 Sedghi Gamechi et al. [37] | 0.96 ± 0.01 | |
| Proposed method | 0.97 ± 0.007 | |
| Pulmonary artery | 2015 Xie et al. [38] | 0.88 |
| 2018 López-Linares et al. [39] | 0.89 ± 0.07 | |
| 2020 Haq et al. [35] | 0.80 ≤ DSC ≤ 0.91 | |
| 2020 Morris et al. [36] | 0.85 ± 0.03 | |
| 2021 Sedghi Gamechi et al. [37] | 0.94 ± 0.02 | |
| Proposed method | 0.93 ± 0.002 |