Improved Focus on Hard Samples for Lung Nodule Detection

arXiv:2403.04478v1 Announce Type: cross
Abstract: Recently, lung nodule detection methods based on deep learning have shown excellent performance in the medical image processing field. Considering that only a few public lung datasets are available and lung nodules are more difficult to detect in CT images than in natural images, the existing methods face many bottlenecks when detecting lung nodules, especially hard ones in CT images. In order to solve these problems, we plan to enhance the focus of our network. …

abstract arxiv cs.cv datasets deep learning detection detection methods eess.iv focus image image processing images medical natural performance processing public samples type