Zobrazeno 1 - 10
of 636
pro vyhledávání: '"Liao Hongen"'
Drafting radiology reports is a complex task requiring flexibility, where radiologists tail content to available information and particular clinical demands. However, most current radiology report generation (RRG) models are constrained to a fixed ta
Externí odkaz:
http://arxiv.org/abs/2412.12001
Autor:
Xu, Yiran, Zhong, Haoxiang, Wu, Kai, Li, Jialin, Liu, Yong, Wang, Chengjie, Xia, Shu-Tao, Liao, Hongen
Object detectors have shown outstanding performance on various public datasets. However, annotating a new dataset for a new task is usually unavoidable in real, since 1) a single existing dataset usually does not contain all object categories needed;
Externí odkaz:
http://arxiv.org/abs/2408.16247
Recent studies highlighted a practical setting of unsupervised anomaly detection (UAD) that builds a unified model for multi-class images. Despite various advancements addressing this challenging task, the detection performance under the multi-class
Externí odkaz:
http://arxiv.org/abs/2405.14325
Autor:
Sun, Yihua, Yao, Qingsong, Lyu, Yuanyuan, Wang, Jianji, Xiao, Yi, Liao, Hongen, Zhou, S. Kevin
Digital chest tomosynthesis (DCT) is a technique to produce sectional 3D images of a human chest for pulmonary disease screening, with 2D X-ray projections taken within an extremely limited range of angles. However, under the limited angle scenario,
Externí odkaz:
http://arxiv.org/abs/2203.02772
This paper proposes a semi-automatic system based on quantitative characterization of the specific image patterns in lung ultrasound (LUS) images, in order to assess the lung conditions of patients with COVID-19 pneumonia, as well as to differentiate
Externí odkaz:
http://arxiv.org/abs/2111.02676
The image reconstruction process in medical imaging can be treated as solving an inverse problem. The inverse problem is usually solved using time-consuming iterative algorithms with sparsity or other constraints. Recently, deep neural network (DNN)-
Externí odkaz:
http://arxiv.org/abs/2110.14970
Publikováno v:
In Medical Image Analysis July 2024 95
Deformable image registration is widely utilized in medical image analysis, but most proposed methods fail in the situation of complex deformations. In this paper, we pre-sent a cascaded feature warping network to perform the coarse-to-fine registrat
Externí odkaz:
http://arxiv.org/abs/2103.08213
Autor:
Jiang, Weipeng, Jin, Xiaoyan, Du, Chunling, Gu, Wenchao, Gao, Xiwen, Zhou, Chenjun, Tu, Chunlin, Chen, Hongqun, Li, Hong, Shen, Yao, Zhang, Yunfeng, Ge, Xiahui, Sun, Yingxin, Zhou, Lei, Yu, Suyun, Zhao, Kaishun, Cheng, Qing, Zhu, Xiaodan, Liao, Hongen, Bai, Chunxue, Song, Yuanlin
Publikováno v:
In eClinicalMedicine April 2024 70