Hunan Provincial Department of Education Scientific Research Outstanding Youth Project [21B0200]; Hunan Provincial Natural Science Foundation Youth Fund Project [2023JJ40333]; Natural Science Foundation of Hunan Province [2022JJ30308]
机构署名：
本校为通讯机构
摘要：
Generating medical reports from images is a complex task in the healthcare domain. Existing approaches often rely on predefined templates to retrieve sentences and do not take into account the hierarchical structure of medical reports. Additionally, they overlook the selective copying of input sequences to output sequences. To address these challenges, we propose MedNet, a generation-based model that employs a dual-copy mechanism to automatically generate medical reports from images. Our methodology involves first extracting features from images using an image encoder. Next, we use a dual-copy...
