Tongxin Yang, Ding Ling, Qingwu Shi, Tianyue Jiang. "YOLOv8-MCDE for lightweight detection of small instruments in complex backgrounds from inspection robots’ perspective." Scientific Reports, 2025. doi:10.1038/s41598-025-17186-9