no code implementations • COLING 2022 • Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
To reduce the workload of radiologists, we propose DeltaNet to generate medical reports automatically.
1 code implementation • 17 Dec 2024 • Yuqing Wang, Zhongling Huang, Shuxin Yang, Hao Tang, Xiaolan Qiu, Junwei Han, Dingwen Zhang
PolSAR data presents unique challenges due to its rich and complex characteristics.
1 code implementation • 19 Nov 2024 • Zhongling Huang, Long Liu, Shuxin Yang, Zhirui Wang, Gong Cheng, Junwei Han
The main contributions of PGD include the physics-guided self-supervised learning, feature enhancement, and instance perception, denoted as PGSSL, PGFE, and PGIP, respectively.
Ranked #1 on
Object Detection
on SAR-AIRcraft-1.0
(using extra training data)
no code implementations • 2 Oct 2024 • Shuxin Yang, Xinhan Di
There is a gap in the understanding of occluded objects in existing large-scale visual language multi-modal models.
1 code implementation • 12 Nov 2022 • Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
To reduce the workload of radiologists, we propose DeltaNet to generate medical reports automatically.
no code implementations • 4 Mar 2022 • Pengbo Liu, Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou
Firstly, while it is ideal to learn such a model from a large-scale, fully-annotated dataset, it is practically hard to curate such a dataset.
no code implementations • 30 Dec 2021 • Shuxin Yang, Xian Wu, Shen Ge, S. Kevin Zhou, Li Xiao
In clinics, a radiology report is crucial for guiding a patient's treatment.
no code implementations • 30 Dec 2021 • Shuxin Yang, Xian Wu, Shen Ge, Shaohua Kevin Zhou, Li Xiao
In this paper, we propose a knowledge-enhanced radiology report generation approach introduces two types of medical knowledge: 1) General knowledge, which is input independent and provides the broad knowledge for report generation; 2) Specific knowledge, which is input dependent and provides the fine-grained knowledge for report generation.
2 code implementations • 31 May 2021 • Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou
Spine-related diseases have high morbidity and cause a huge burden of social cost.