Fully end-to-end deep-learning-based diagnosis of pancreatic tumors
Ke Si, Ying Xue, Xiazhen Yu, Xinpei Zhu, Qinghai Li, Wei Gong, Tingbo Liang, Shumin Duan
Abstract
The proposed model can potentially deliver efficient and accurate preoperative diagnoses that could aid the surgical management of pancreatic tumor.
Topics & Concepts
Artificial intelligencePreprocessorPancreasMedicineComputer scienceDeep learningIntraductal papillary mucinous neoplasmPancreatic ductal adenocarcinomaPancreatic cancerRadiologySegmentationPancreatic tumorCancerInternal medicineRadiomics and Machine Learning in Medical ImagingPancreatic and Hepatic Oncology ResearchAI in cancer detection