09 September 2025 : Clinical Research
Early Detection of Lung Metastases in Breast Cancer Using YOLOv10 and Transfer Learning: A Diagnostic Accuracy Study
Hakan Gokalp Taş
ABCE 1*, Mehmet Bilge Han Taş CEF 2, Eyyup Yildiz CEF 2, Sonay Aydin AE 3
DOI: 10.12659/MSM.948195
Med Sci Monit 2025; 31:e948195
Table 4 Comparison of the study with other studies.
| Accuracy (%) | Precision (%) | Recall (%) | Specificity (%) | F1-score (%) | ROC-AUC (%) | |
|---|---|---|---|---|---|---|
| Wang et al []16 | 93 | – | – | 95 | – | |
| Zhao et al []17 | 87.8 | – | – | 88.9 | – | |
| Wang et al []38 | 86 | – | – | 83 | – | |
| Li et al []18 | 74.6 | – | – | 82.5 | 67.2 | |
| Grossman et al []39 | 90 | 92 | 91 | – | 91 | |
| Guo et al []40 | 77.1 | 83.1 | 68.3 | – | 74.8 | |
| Papandrianos et al []41 | 92.5 | 93 | 94 | 92 | 94 | – |
| Botlagunta et al []42 | 83 | 83 | 100 | – | 85 | 87 |
| Zhong et al []43 | 95.3 | 97.8 | 95.3 | – | 96.2 | 93.9 |
| Our study | 97.34 | 97.04 | 95.35 | 98.42 | 96.19 | 96.88 |