BSci-Seg: A bone scintigram segmentation model for accurately detecting and delineating metastasis lesions using convolutional neural networks

Yang He, Qiang Lin, An Xie, Xiaoqiang Ma, Xianwu Zeng, Yongchun Cao, Zhengxing Man, Xiaodi Huang

Abstract: Highlights•Clinically driven, prioritize optimizing disease detection capabilities.•Concretize advanced diagnostic patterns to guide methodology.•Evaluation on clinical data demonstrate the great increase in lesion detection.•Detailed case studies and statistical research provide an in-depth understanding of bone scintigrams.