郑元杰｜山东中医药大学｜学者主页

2026

Mamba-Based Enhanced Multimodal Emotion Recognition with EEG Guidance.

Xiangle Ping, Wenhui Huang, Yuanjie Zheng

IEEE journal of biomedical and health informatics

DOI

2026

Text-Image Co-Alignment for Weakly Supervised Polyp Segmentation

Wenhui Huang, Zhen Pan, Xiao-Yang Wang, Ye-Di Zhang, Jingzhen He, James C. Gee, Yuanjie Zheng

IEEE Transactions on Medical Imaging

DOI

2026

Uncertainty-weighted feature alignment and information interaction network for multi-scale medical image segmentation

Min Zhang, Jun-Xia Wang, Jun-Kai Wang, Yuanjie Zheng

Biomedical Signal Processing and Control

DOI

2025

MambaMER: Adaptive EEG-Guided Multimodal Emotion Recognition with Mamba

Xiangle Ping, Wenhui Huang, Yuanjie Zheng

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

MAMBA-Based Weakly Supervised Medical Image Segmentation with Cross-Modal Textual Information

Zhen Pan, Wenhui Huang, Yuanjie Zheng

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

CFNet: Automatic multi-modal brain tumor segmentation through hierarchical coarse-to-fine fusion and feature communication

Yaru Cheng, Yuanjie Zheng, Jun-Xia Wang

Biomedical Signal Processing and Control

DOI

2025

IEDC‐Net: Internal–External Dual Correction Mechanisms for Semi‐Supervised Medical Image Segmentation

Xiurui Guo, Yu Lu, Yang Zuo, Jun-Xia Wang, Yuanjie Zheng

International journal of imaging systems and technology (Print)

DOI

2024

RD-FGM: A novel model for high-quality and diverse food image generation and ingredient classification

Jing Wang, Yuanjie Zheng, Junxia Wang, Xiao Xiao, Jing Sun, Sujuan Hou

Expert Systems With Applications，Vol. 255

DOI

2024

DIM-UNet: Boosting medical image segmentation via diffusion models and information bottleneck theory mixed with MLP

Guang-Ju Li, Yuanjie Zheng, Jia Cui, Wei Gai, Meng Qi

Biomedical Signal Processing and Control

DOI

2024

ERSegDiff: a diffusion-based model for edge reshaping in medical image segmentation

Baijing Chen, Jun-Xia Wang, Yuanjie Zheng

Physics in Medicine and Biology

DOI

2024

CorrDiff: Corrective Diffusion Model for Accurate MRI Brain Tumor Segmentation

Wenqing Li, Wen-Hui Huang, Yuanjie Zheng

IEEE journal of biomedical and health informatics

DOI

2024

A generic plug & play diffusion-based denosing module for medical image segmentation

Guang-Ju Li, Dehu Jin, Yuanjie Zheng, Jia Cui, Wei Gai, Meng Qi

Neural Networks

DOI

2024

Frequency filtering prompt tuning for medical image semantic segmentation with missing modalities

Yaru Cheng, Yuanjie Zheng

Big Data & Information Analytics

DOI

2023

基于“专创融合”的数字图像处理课程教学改革与实践

赵艳娜，黄春霞，周勇，贾伟宽，胡竞文，郑元杰

《创新创业理论研究与实践》

2023

Instance-Aware Diffusion Model for Gland Segmentation in Colon Histology Images

Mengxue Sun, Wen-Hui Huang, Yuanjie Zheng

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2022

优化FCOS网络复杂果园环境下绿色苹果检测模型

张中华，贾伟宽，邵文静，侯素娟，Ji Ze，郑元杰

《光谱学与光谱分析》

2021

复杂环境下柿子和苹果绿色果实的优化SOLO分割算法

贾伟宽，李倩雯，张中华，刘国良，侯素娟，Ji Ze，郑元杰

《农业工程学报》

2020

基于人工智能的乳腺影像诊断综述

郑元杰，宋景琦

《山东师范大学学报(自然科学版)》

2020

阿尔茨海默病多中心独立的、可重复的海马影像组学标志物：早期识别、纵向进展和生物学基础（英文）

赵坤，丁艳辉，韩璎，范勇，Aaron F.Alexander-Bloch，韩彤，金丹，刘冰，卢洁，宋承远，王盼，王大伟，王青，徐凯斌，杨宏伟，姚洪祥，郑元杰，于春水，周波，张新卿，周玉颖，蒋田仔，张熙，刘勇

Science Bulletin

2019

基于海马纹理特征的阿尔茨海默病早期识别

赵坤，丁艳辉，张增强，周波，姚洪祥，王盼，冯枫，郑元杰，刘勇，张熙

《太赫兹科学与电子信息学报》

2018

多图谱与联合标签融合策略相结合的主动脉CT图像分割

徐云龙，郑元杰，邓翔，李宁，汤煜春，尹义龙

《数据采集与处理》

2018

基于曲线群匹配的OCT眼底图像分割算法

段汶君，郑元杰

《信息技术与信息化》

2018

基于特征语义模型的复杂结构图像分割算法

赵彦会，崔嘉，董新锋，王化雨，郑元杰

《扬州大学学报(自然科学版)》

2018

结合边缘模糊的景深显著性在图像缩放中的研究

岳朋飞，王化雨，郑元杰，赵彦会，崔嘉

《计算机辅助设计与图形学学报》

2018

基于EM算法的眼底OCT图像反卷积去模糊技术

闫芳，宋双，连剑，任衍具，尹义龙，郑元杰

《数据采集与处理》

2017

结合分水岭的纹理梯度各向异性图像分割

冀甜甜，崔嘉，董新锋，贺云隆，郑元杰

《中国图象图形学报》

2005

图像分割技术在中医舌诊客观化研究中的应用

王郁中，杨杰，周越，郑元杰，王忆勤

《生物医学工程学杂志》

2004

基于单摄像头双目成像系统在计算机视觉中的应用研究

郑元杰，杨杰

《红外与激光工程》

2002

近距离多目标(种子)检测中摄像机系统的标定方法

胡少兴，马成林，张爱武，郑元杰

《中国图象图形学报》

UANeT: An uncertainty-aware network for feature calibration and boundary refinement in medical image segmentation

Qian Zhang, Jun-Xia Wang, Wei Wu, Yuanjie Zheng

Biomedical Signal Processing and Control

DOI

CCFE: Complementary-Correlation based Feature Extraction for semi-supervised 3D medical image segmentation

Jiayi Cai, Huichuan Duan, Wenshuo Li, Jun-Xia Wang, Yuanjie Zheng

Biomedical Signal Processing and Control

DOI

郑元杰

精选作品

期刊论文

Mamba-Based Enhanced Multimodal Emotion Recognition with EEG Guidance.

Text-Image Co-Alignment for Weakly Supervised Polyp Segmentation

Uncertainty-weighted feature alignment and information interaction network for multi-scale medical image segmentation

MambaMER: Adaptive EEG-Guided Multimodal Emotion Recognition with Mamba

MAMBA-Based Weakly Supervised Medical Image Segmentation with Cross-Modal Textual Information

CFNet: Automatic multi-modal brain tumor segmentation through hierarchical coarse-to-fine fusion and feature communication

IEDC‐Net: Internal–External Dual Correction Mechanisms for Semi‐Supervised Medical Image Segmentation

RD-FGM: A novel model for high-quality and diverse food image generation and ingredient classification

DIM-UNet: Boosting medical image segmentation via diffusion models and information bottleneck theory mixed with MLP

ERSegDiff: a diffusion-based model for edge reshaping in medical image segmentation

CorrDiff: Corrective Diffusion Model for Accurate MRI Brain Tumor Segmentation

A generic plug & play diffusion-based denosing module for medical image segmentation

Frequency filtering prompt tuning for medical image semantic segmentation with missing modalities

基于“专创融合”的数字图像处理课程教学改革与实践

Instance-Aware Diffusion Model for Gland Segmentation in Colon Histology Images

优化FCOS网络复杂果园环境下绿色苹果检测模型

复杂环境下柿子和苹果绿色果实的优化SOLO分割算法

基于人工智能的乳腺影像诊断综述

阿尔茨海默病多中心独立的、可重复的海马影像组学标志物：早期识别、纵向进展和生物学基础（英文）

基于海马纹理特征的阿尔茨海默病早期识别

多图谱与联合标签融合策略相结合的主动脉CT图像分割

基于曲线群匹配的OCT眼底图像分割算法

基于特征语义模型的复杂结构图像分割算法

结合边缘模糊的景深显著性在图像缩放中的研究

基于EM算法的眼底OCT图像反卷积去模糊技术

结合分水岭的纹理梯度各向异性图像分割

图像分割技术在中医舌诊客观化研究中的应用

基于单摄像头双目成像系统在计算机视觉中的应用研究

近距离多目标(种子)检测中摄像机系统的标定方法

UANeT: An uncertainty-aware network for feature calibration and boundary refinement in medical image segmentation

CCFE: Complementary-Correlation based Feature Extraction for semi-supervised 3D medical image segmentation

研究方向