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 3 The results of the models with the final dataset.

	Accuracy (%)	Precision (%)	Recall (%)	Specificity (%)	F1-score (%)	ROC-AUC (%)
DenseNet-121	95.29	89.55	96.46	94.73	92.88	95.60
DenseNet-161	94.98	88.07	96.64	94.24	92.16	95.45
EfficientNet_B0	96.72	95.29	94.70	97.71	95.00	96.21
EfficientNet_B1	96.21	91.37	96.62	96.02	93.92	96.33
GoogLeNet	97.34	97.04	95.35	98.42	96.19	96.88
ResNet-18	95.39	89.91	96.89	94.65	93.27	95.77
ResNet-50	96.51	94.58	95.15	97.21	94.86	96.18

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