Improved YOLO-Based Pulmonary Nodule Detection with Spatial-SE Attention and an Aspect Ratio Penalty - Song, Xinhang; Xie, Haoran; Gao, Tianding; Cheng, Nuo; Gou, Jianping (Sensors (Basel, Switzerland), 2025)
Keywords: Accuracy; Algorithms; aspect ratio penalty; Boxes; channel attention; EAPIoU loss; Experiments; Fines & penalties; Humans; Localization; Lung Neoplasms - diagnosis; Lung Neoplasms - diagnostic imaging; Optimization; pulmonary nodule detection; Solitary Pulmonary Nodule - diagnosis; Solitary Pulmonary Nodule - diagnostic imaging; spatial attention; Tomography, X-Ray Computed - methods; YOLOV11; YOLOV11; pulmonary nodule detection; spatial attention; aspect ratio penalty; channel attention; EAPIoU loss