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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  
Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 5350-5360
作者:  Hu, Jiayue;  Liu, Yuhang;  Zeng, Xiangxiang;  Zou, Quan;  Su, Ran;  Wei, Leyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Proteins  Drugs  Three-dimensional displays  Training  Feature extraction  Data models  Data mining  Bioinformatics  Deep learning  Contrastive learning  Drug-target interaction  multi-modal learning  molecular representation  
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740
作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning  
Consistency Conditioned Memory Augmented Dynamic Diagnosis Model for Medical Visual Question Answering 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 2, 页码: 1357-1370
作者:  Yu, Ting;  Ge, Binhui;  Wang, Shuhui;  Yang, Yan;  Huang, Qingming;  Yu, Jun
收藏  |  浏览/下载：40/0  |  提交时间：2025/06/25
Medical diagnostic imaging  Visualization  Question answering (information retrieval)  Feature extraction  Semantics  Engines  Cognition  Accuracy  Predictive models  Electronic mail  Clinical decisions  consistency  dynamic memory diagnosis  dynamic reasoning  medical assistance  medical visual question answering  
Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 1, 页码: 7-18
作者:  Yan, Rui;  Lv, Zhilong;  Yang, Zhidong;  Lin, Senlin;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：41/0  |  提交时间：2024/05/20
Hierarchical representation  pathological image analysis  sparse transformer  survival analysis  
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