Yi Pan, Hongtian Dai, Shuhao Wang, Lang Wang, Qiting Li, Wenmiao Wang, Jiangtao Li, Dan Qi, Zhaoyang Yang, Jia Jia, Yaxi Wang, Qing Fang, Lin Li, Weixun Zhou, Zhigang Song, Shuangmei Zou
Lymph node metastasis is one of the most common ways of tumour metastasis. The presence or absence of lymph node involvement influences the cancer's stage, therapy, and prognosis. The integration of artificial intelligence systems in the histopathological diagnosis of lymph nodes after surgery is urgent. Here, we propose a pan-origin lymph node cancer metastasis detection system. The system is trained by over 700 whole slide images and is composed of two deep learning models to locate the lymph nodes and detect cancers...
May 8, 2024: Pathobiology: Journal of Immunopathology, Molecular and Cellular Biology