no code implementations • 22 Aug 2022 • Zhanyu Wang, Mingkang Tang, Lei Wang, Xiu Li, Luping Zhou
Automated radiographic report generation is a challenging cross-domain task that aims to automatically generate accurate and semantic-coherence reports to describe medical images.
1 code implementation • 15 Jul 2022 • Chenghui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, HanMo Chen, Yu Yang, Xiao-jun Zeng, Xiu Li
Deep learning-based melanoma classification with dermoscopic images has recently shown great potential in automatic early-stage melanoma diagnosis.
no code implementations • 13 Oct 2021 • Mingkang Tang, Zhanyu Wang, Zhenhua Liu, Fengyun Rao, Dian Li, Xiu Li
It is noted that our model is only trained on the MSR-VTT dataset.
no code implementations • 11 Oct 2021 • Mingkang Tang, Zhanyu Wang, Zhaoyang Zeng, Fengyun Rao, Dian Li
We make the following improvements on the proposed CLIP4Caption++: We employ an advanced encoder-decoder model architecture X-Transformer as our main framework and make the following improvements: 1) we utilize three strong pre-trained CLIP models to extract the text-related appearance visual features.