Hui Cui - Publications, H-index & Citations

Hui Cui

la trobe university

21H指数

139论文数

1.7K被引数

收录论文 57

发表时间

ADSA-Net+: Atopic dermatitis severity assessment from smartphone images based on spatial contextual attention and hard sample oriented contrastive learning ADSA-Net+: 基于空间上下文注意力和困难样本导向对比学习的大疱性皮炎严重程度评估

Applied Soft Computing

IF6.6

2026-04-27

PREAI

Xurong Chen; Hong Yu; Hui Cui; Changming Sun; Leyi Wei; Ran Su; Xiaoqing Zhao; Xikang Feng; Qiangguo Jin

KG-CMI: Knowledge Graph Enhanced Cross-Mamba Interaction for Medical Visual Question Answering KG-CMI：基于知识图谱增强的交叉Mamba交互的医学视觉问答

IEEE Transactions on Industrial Informatics

IF9.9

2026-04-10

PREAI

Xianyao Zheng; Hong Yu; Hui Cui; Changming Sun; Xiangyu Li; Ran Su; Leyi Wei; Jia Zhou; Junbo Wang; Qiangguo Jin

Topology-enhanced hypergraph learning and adaptive multi-graph transformer for prediction of drug-related side effects 拓扑增强超图学习及自适应多图Transformer用于药物相关副作用预测

Expert Systems with Applications

IF7.5

2026-03-21

PREAI

Ping Xuan; Xidong Yang; Sentao Chen; Hui Cui; Zelong Xu; Qiangguo Jin; Tiangang Zhang

Super-resolved microstructure estimation with 3D dual-conditioned latent diffusion model 超分辨微结构估计与3D双条件隐式扩散模型

Knowledge-Based Systems

IF7.6

2026-02-12

PREAI

Jiquan Ma; Yu Guo; Yihang Gao; Fanhui Kong; Xiuchun Li; Hui Cui; Haotian Jiang; Geng Chen

Mix-contrastive learning with multi-way fusion for high-efficiency semi-supervised medical image segmentation 结合多路融合的混合对比学习方法用于高效率半监督医学图像分割

Biomedical Signal Processing and Control

IF4.9

2025-12-05

PREAI

Zhengda Wu; Hui Cui; Jiquan Ma; Jinghua Zhu

Structure-sensitive transformer and multi-view graph contrastive learning enhanced prediction of drug-related microbes 结构敏感Transformer和多视图图对比学习增强的药物相关微生物预测

BMC Bioinformatics

IF3.3

2025-10-03

OAAI

Ping Xuan; Rui Wang; Jing Gu; Hui Cui; Tiangang Zhang

A Multi-Scale Neighbor Topology Guided Transformer and Kolmogorov-Arnold Network Enhanced Feature Learning Model for Disease-Related circRNA Prediction 一种多尺度邻域拓扑引导的Transformer与Kolmogorov-Arnold网络增强特征学习模型，用于疾病相关circRNA预测

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-20

PREAI

Ping Xuan; Haoyuan Li; Hui Cui; Zelong Xu; Toshiya Nakaguchi; Tiangang Zhang

Subgraph Topology and Dynamic Graph Topology Enhanced Graph Learning and Pairwise Feature Context Relationship Integration for Predicting Disease-Related miRNAs

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-01-27

PREAI

Xuan, Ping; Qi, Xiaoying; Chen, Sentao; Gu, Jing; Wang, Xiuju; Cui, Hui; Lu, Jun; Zhang, Tiangang

Neighborhood Topology-Aware Knowledge Graph Learning and Microbial Preference Inferring for Drug-Microbe Association Prediction

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-01-02

PREAI

Gu, Jing; Zhang, Tiangang; Gao, Yihang; Chen, Sentao; Zhang, Yuxin; Cui, Hui; Xuan, Ping

Evolving graph convolutional network with transformer for CT segmentation

APPLIED SOFT COMPUTING

IF6.6

2024-11-01

PREAI

Cui, Hui; Jin, Qiangguo; Wu, Xixi; Wang, Linlin; Zhang, Tiangang; Nakaguchi, Toshiya; Xuan, Ping; Feng, David Dagan

Mask-Guided Target Node Feature Learning and Dynamic Detailed Feature Enhancement for lncRNA-Disease Association Prediction

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-08-07

PREAI

Xuan, Ping; Wang, Wei; Cui, Hui; Wang, Shuai; Nakaguchi, Toshiya; Zhang, Tiangang

Exploiting Geometric Features via Hierarchical Graph Pyramid Transformer for Cancer Diagnosis Using Histopathological Images 通过分层图形金字塔变换器利用几何特征，使用组织病理学图像进行癌症诊断

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-08-01

PREAI

Liu, Mingxin; Liu, Yunzan; Xu, Pengbo; Cui, Hui; Ke, Jing; Ma, Jiquan

Exploring object reduction approaches for optimizing decision-making in linguistic concept formal context

APPLIED INTELLIGENCE

IF3.5

2024-07-10

PREAI

Cui, Hui; Deng, Ansheng; Hou, Tie; Zou, Li; Martinez, Luis

Meta-Path Semantic and Global-Local Representation Learning Enhanced Graph Convolutional Model for Disease-Related miRNA Prediction

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-07-01

PREAI

Xuan, Ping; Wang, Xiuju; Cui, Hui; Meng, Xiangfeng; Nakaguchi, Toshiya; Zhang, Tiangang

Learning Association Characteristics by Dynamic Hypergraph and Gated Convolution Enhanced Pairwise Attributes for Prediction of Disease-Related lncRNAs

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-03-25

PREAI

Xuan, Ping; Lu, Siyuan; Cui, Hui; Wang, Shuai; Nakaguchi, Toshiya; Zhang, Tiangang

Mutually enhanced multi-view information learning for segmentation of lung tumor in CT images

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2024-03-14

PREAI

Xuan, Ping; Xu, Yinfeng; Cui, Hui; Jin, Qiangguo; Wang, Linlin; Nakaguchi, Toshiya; Zhang, Tiangang

Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

OAAI

Jin, Qiangguo; Cui, Hui; Sun, Changming; Song, Yang; Zheng, Jiangbin; Cao, Leilei; Wei, Leyi; Su, Ran

MSCT-UNET: multi-scale contrastive transformer within U-shaped network for medical image segmentation Msct-unet: 用于医学图像分割的U形网络内多尺度对比变换器

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2023-12-28

PREAI

Xi, Heran; Dong, Haoji; Sheng, Yue; Cui, Hui; Huang, Chengying; Li, Jinbao; Zhu, Jinghua

Learning Multi-Types of Neighbor Node Attributes and Semantics by Heterogeneous Graph Transformer and Multi-View Attention for Drug-Related Side-Effect Prediction 通过异构图转换器和多视图注意力学习多类型邻居节点属性和语义，用于药物相关副作用预测

MOLECULES

IF4.6

2023-09-09

OAAI

Xuan, Ping; Li, Peiru; Cui, Hui; Wang, Meng; Nakaguchi, Toshiya; Zhang, Tiangang

Specific topology and topological connection sensitivity enhanced graph learning for lncRNA-disease association prediction

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-09-01

PREAI

Xuan, Ping; Bai, Honglei; Cui, Hui; Zhang, Xiaowen; Nakaguchi, Toshiya; Zhang, Tiangang

研究方向