Ontology highlight
ABSTRACT:
SUBMITTER: Huang Z
PROVIDER: S-EPMC7667265 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Huang Zixing Z Liu Dan D Chen Xinzu X He Du D Yu Pengxin P Liu Baiyun B Wu Bing B Hu Jiankun J Song Bin B
Frontiers in oncology 20201102
We aimed to develop a deep convolutional neural network (DCNN) model based on computed tomography (CT) images for the preoperative diagnosis of occult peritoneal metastasis (OPM) in advanced gastric cancer (AGC). A total of 544 patients with AGC were retrospectively enrolled. Seventy-nine patients were confirmed with OPM during surgery or laparoscopy. CT images collected during the initial visit were randomly split into a training cohort and a testing cohort for DCNN model development and perfor ...[more]