Cheng Chen - Publications, H-index & Citations

Cheng Chen

xinjiang university

32H指数

202论文数

3.4K被引数

收录论文 92

发表时间

DSM-Net: Diffusion-based stage-wise multimodal medical image segmentation network DSM-Net：基于扩散的分级多模态医学图像分割网络

Applied Soft Computing

IF6.6

2026-07-27

PREAI

Ke Xu; Min Li; Chen Chen; Feng Li; Mingrui Ma; Xiaoyi Lv; Cheng Chen

MILGDF: A Multi-Task Instance-Level Supervised Learning Framework for Oral Cancer Incorporating Local-Global Attention Mechanisms With Adaptive Decision Fusion MILGDF：一种用于口腔癌的多任务实例级监督学习框架，结合局部-全局注意力机制与自适应决策融合

Oral Diseases

IF2.9

2026-06-05

PREAI

Chenxi Li; Yan Chen; Lianghui Xu; Cheng Chen; Chen Chen; Xiaoyi Lv; Zhongcheng Gong

Towards superior graph representation: A multi-level cross-view approach integrating information bottleneck and contrastive learning 迈向更优图表示：一种融合信息瓶颈和对比学习的多级交叉视图方法

Applied Soft Computing

IF6.6

2026-04-01

PREAI

Ruishuang Sun; Enguang Zuo; Xiaoyi Lv; Ziwei Yan; Chen Chen; Cheng Chen

A Novel Hybrid Deep Learning for Attitude Prediction in Sustainable Application of Shield Machine

Sustainability

IF3.3

2026-03-03

OAAI

Manman Dong; Cheng Chen; Fanwei Zhong; Pengjiao Jia

Disease diagnosis technology based on high-order tensor interactive learning multimodal fusion framework of dual-mode vibrational spectroscopy 基于高阶张量交互学习多模态融合框架的双模振动光谱疾病诊断技术

Measurement

IF5.6

2026-02-23

PREAI

Xuguang Zhou; Chen Chen; Xiangnan Chen; Li Yang; Xiaoyi Lv; Cheng Chen

A trinity-branch parallel fusion and supervised enhancement network: A multimodal celiac disease diagnosis network based on transformer and dual-tower supervision 一种基于Transformer和双塔监督的多模态乳糜泻诊断网络：三合一分支并行融合与监督增强网络

Engineering Applications of Artificial Intelligence

IF8

2026-02-21

PREAI

Jiahe Li; Tian Shi; Chen Chen; Xuguang Zhou; Wei Liu; Xiaoyi Lv; Feng Gao; Cheng Chen

PatchFusionMLP: A scalable multi-resolution MLP framework for time series prediction PatchFusionMLP：一种可扩展的多分辨率MLP框架，用于时间序列预测

Pattern Recognition

IF7.6

2026-02-19

PREAI

Xinyu Bi; Chen Chen; Cheng Chen; Xiaoyi Lv; Junyu Zhu; Hongbing Ma; Enguang Zuo

Information-Guided Fusion of Multimodal Vibrational Spectroscopy for Disease Diagnosis Based on Symbiotic Attention Decoupled Contrastive Learning 基于共生注意解耦对比学习的多模态振动光谱信息引导融合疾病诊断

Analytical Chemistry

IF6.7

2026-02-09

PREAI

Xuguang Zhou; Wenjie Fan; Chen Chen; Xiangnan Chen; Yining Yang; Lijun Wu; Jin Gu; Lei Yan; Jing Tao; Xue Wu; Xiaoyi Lv; Cheng Chen

Multiscale multiperspective sympathetic fusion based on Raman and FTIR spectroscopy for diagnosis of benign and malignant thyroid tumor diseases

Measurement

IF5.6

2026-01-21

PREAI

Pengfei Zhang; Chenjie Chang; Ziyang Zhang; Chen Chen; Xiaoyi Lv; Cheng Chen

Mixture-of-experts-based hierarchical dynamic multimodal fusion network for dermatological diagnosis 基于专家模型的分层动态多模态融合网络用于皮肤病学诊断

Neurocomputing

IF6.5

2026-01-02

PREAI

Chen Hu; Feng Li; Min Li; Enguang Zuo; Xiaoyi Lv; Shumei Bao; Chengwei Rao; Xiaodong Xie; Cheng Chen; Chen Chen

Reconstruction-driven multimodal spectral feature fusion for diagnosis of benign and malignant thyroid tumors, lung cancer, aortic valve stenosis, and type A aortic dissection

MICROCHEMICAL JOURNAL

IF5.1

2026-01-01

PREAI

Lin, Jingye; Chang, Chenjie; Chen, Cheng; Chen, Chen; Lv, Xiaoyi

GHTMDA: A self-supervised heterogeneous graph hierarchical contrastive learning model for efficient metabolite-disease associations prediction GHTMDA：一种用于高效代谢物-疾病关联预测的自监督异构图层次对比学习模型

Information Processing & Management

IF6.9

2025-12-05

PREAI

Binglu Hu; Ying Su; Xuecong Tian; Chen Chen; Xiaoyi Lv; Cheng Chen

Rapid Diagnosis of Diabetic Nephropathy Using a Convolution-Based Dual-Branch Cross-Modal Interaction Network 基于卷积的双分支跨模态交互网络快速诊断糖尿病肾病

Journal of Raman Spectroscopy

IF1.9

2025-12-01

PREAI

Chen, Yaozhong; Wang, Runze; Wei, Zhenzhen; Zhao, Ming; Zhang, Yan; Nuermuhamaiti, Nuerjianati; Shi, Lu; Chen, Cheng

A Multi-Scale Residual Network Based on Kolmogorov-Arnold Networks Combined With Raman Spectroscopy for Rapid Diagnosis of Membranous Glomerulonephritis 基于Kolmogorov-Arnold网络的Multi-Scale Residual Network，结合拉曼光谱技术，用于膜性肾小球肾炎的快速诊断

JOURNAL OF RAMAN SPECTROSCOPY

IF1.9

2025-12-01

PREAI

Chang, Chenjie; Wei, Zhenzhen; Chen, Chen; Liu, Shengquan; Gu, Jin; Chen, Cheng

A novel multi-feature fusion technology of FTIR spectroscopy based on attention and adaptive gate for disease diagnosis 一种基于注意力和自适应门控的FTIR光谱多特征融合技术，用于疾病诊断

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

IF4.6

2025-11-03

PREAI

Yang Du; Cheng Chen; Chen Chen; Wenyan Wang; Yue Liu; Lijun Wu; Enguang Zuo; Xiaoyi Lv

A Double-Layered Coating with Patterned Wettability for Efficient Fog Collection 一种具有图案化润湿性的双层涂层用于高效雾气收集

Surfaces and Interfaces

IF6.3

2025-10-28

PREAI

Cheng Chen; Jincheng Li; Changlin Shen; Shaohua Chen; Ming Liu

Lightweight double attention neural network based on Raman spectroscopy for diagnosis of osteoporosis 基于拉曼光谱的轻量化双重注意力神经网络用于骨质疏松症诊断

Vibrational Spectroscopy

IF3.1

2025-10-18

PREAI

Haoshaqiang Zhang; Xuguang Zhou; Cheng Chen

Rethinking unsupervised time series anomaly detection: Dynamic attention based on route inverse-masking 重新审视无监督时间序列异常检测：基于路由逆掩码的动态注意力

Applied Soft Computing

IF6.6

2025-10-16

PREAI

Enguang Zuo; Jie Zhong; Chen Chen; Cheng Chen; Kurban Ubul; Xiaoyi Lv

A Porous SERS Microneedle for Multiplex Detection of Glucose, Uric Acid, and Cholesterol in Interstitial Fluid 一种用于在间质液中同时检测葡萄糖、尿酸和胆固醇的孔状SERS微针

Analytica Chimica Acta

IF6

2025-10-14

PREAI

Geng Zhu; Yang Wang; Xi Yang; Cheng Chen; Xiaoyi Lv; Yan Huang; Xiangwei Zhao

Unsupervised Domain Adaptation with Raman Spectroscopy for Rapid Autoimmune Disease Diagnosis 基于拉曼光谱的无监督域自适应快速自身免疫疾病诊断

Sensors 2025, Vol. 25, Page 6186

IF3.5

2025-10-06

OAAI

Ziyang Zhang; Yang Liu; Cheng Chen; Xiaoyi Lv; Chen Chen

研究方向