Deep Learning

Promoting interactions between cognitive science and large language models
Infusing cognitive science into model evaluation can guide the evolution of large models and improve model safety in human society; in …
Youzhi Qu, Penghui Du, Wenxin Che, Chen Wei, Chi Zhang, Wanli Ouyang, Yatao Bian, Feiyang Xu, Bin Hu, Kai Du, Haiyan Wu, Jia Liu, Quanying Liu
DOI
Promoting interactions between cognitive science and large language models
CT image segmentation of key organs for nasopharyngeal cancer radiation therapy
Nasopharyngeal cancer is a serious tumor in the upper pharynx, requiring careful outlining of key organs for radiotherapy planning. Traditionally, this is done manually on CT images, a slow, labor-intensive process reliant on the physician’s experience. To improve this, we use a pre-trained 3D model and an enhanced TransUNet network to automate segmentation of four key organs with impressive results.
Penghui Du, Wenxin Che, Rihan Huang, Quanying Liu
CT image segmentation of key organs for nasopharyngeal cancer radiation therapy