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Benchmarking Radiology Report Generation From Noisy Free-Texts 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 10, 页码: 7549-7558
作者:  Yuan, Yujian;  Zheng, Yanting;  Qu, Liangqiong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Noise measurement  Radiology  Measurement  Benchmark testing  Pipelines  Large language models  Biomedical imaging  Training  Bioinformatics  Text processing  Benchmark  large language model (LLM)  natural language processing  radiology report generation  
LECLIP: Boosting Zero-Shot Anomaly Detection With Local Enhanced CLIP 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 11
作者:  Liu, Yuyao;  Li, Qingyong;  Wang, Zhehong;  Kato, Jien;  Zhang, Jie;  Wang, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visualization  Anomaly detection  Training  Accuracy  Image representation  Feature extraction  Biomedical imaging  Semantics  Attention mechanisms  Artificial intelligence  Echo-attention (EA)  local alignment (LA) module  local enhanced CLIP (LECLIP)  zero-shot anomaly detection (ZSAD)  
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载：53/0  |  提交时间：2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载：47/0  |  提交时间：2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning  
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：74/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
Automated and precise event detection method for big data in biomedical imaging with support vector machine 期刊论文
COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2018, 卷号: 33, 期号: 2, 页码: 105-114
作者:  Yuan, Lufeng;  Yao, Erlin;  Tan, Guangming
收藏  |  浏览/下载：82/0  |  提交时间：2019/04/03
Biomedical imaging  event detection  machine learning  support vector machine  big data