Table 2.
Publication | Year | Image modality | Patients/plans | Cancer Site | Delineation type | Outcome |
---|---|---|---|---|---|---|
Liang et al10 | 2019 | CT | 185 | NPC | OARs | DSC = 0.86 |
Lin et al11 | 2019 | MRI | 1021 | NPC | GTV | DSC = 0.79 |
van Rooij t al.12 | 2019 | CT | 157 | H&N | OARs | DSC = 0.60 (oesophagus) to 0.83 (right parotid) |
Chan et al13 | 2019 | CT | 200 | H&N | OARs | DSC = 0.84 (left temporomandibular joint) to 0.91 (mandible) |
Men et al14 | 2019 | CT | 100 | H&N | OARs | Mean DSC = 0.90 |
Ibragimov et al15 | 2017 | CT | 50 | H&N | OARs | DSC = 0.37 (optic chiasm) to 0.89 (mandible) |
Zhu et al16 | 2018 | CT | 271 | H&N | OARs | Mean DSC = 0.79% |
Men et al14 | 2017 | CT | 230 | NPC | GTVn and CTV | Mean DSC: GTVnx (0.81), GTVnd (0.62), CTV (0.82) |
Cardenas et al17 | 2018 | CT | 285 | Oropharyngeal | CTV | DSC > 0.75 on 96% of the cases |
van Dijk et al18 | 2020 | CT | 589 | H&N | OARs | DSC: atlas vs CNN (0.59 vs 0.74) |
Zhong et al19 | 2019 | CT | 140 | NPC | OARs | Mean DSC = optic nerves (0.89) to thyroids (0.92) |
Abbreviations: CNN = convolutional neural network; CTV = clinical target volume; DSC = Dice similarity coefficient; GTVn = Growth tumour volume; GTVnd = metastatic lymph node tumour total volume; GTVnx = nasopharyngeal tumour total volume; H&N = head and neck; NPC = nasopharyngeal carcinoma; OARs = organ at risks.