Early Detection of Lung Metastases in Breast Cancer Using YOLOv10 and Transfer Learning: A Diagnostic Accuracy Study

09 September 2025 : Clinical Research

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

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Table 2 The results of the models with the first dataset.

	Accuracy (%)	Precision (%)	Recall (%)	Specificity (%)	F1-score (%)	ROC-AUC (%)
DenseNet-121	94.59	84.15	87.90	96.15	85.98	92.02
DenseNet-161	92.67	82.42	83.80	95.01	83.10	89.45
EfficientNet_B0	94.83	86.62	86.07	96.88	86.34	91.48
EfficientNet_B1	95.31	89.02	87.43	97.29	88.21	92.36
GoogLeNet	94.47	89.27	85.40	97.06	87.29	91.23
ResNet-18	95.79	92.22	89.89	97.63	91.04	93.77
ResNet-50	96.39	90.25	94.11	97.05	92.14	95.59

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