Defu Qiu - Publications, H-index & Citations

Defu Qiu

Qufu Normal University

13H指数

34论文数

716被引数

收录论文 23

发表时间

SpaMOCA: Spatial multi-omics integration with local cross-attention and contrastive learning SpaMOCA：基于局部交叉注意力与对比学习的空间多组学整合

Knowledge-Based Systems

IF7.6

2026-09-01

PREAI

Yifan Han; Junliang Shang; Aitian Fan; Wenjing Su; Defu Qiu; Hanxiang Wang

Prediction of multicategory miRNA-disease associations based on bidirectional hypergraph attention network and gated convolutional strategy 基于双向超图注意力网络和门控卷积策略的多类别miRNA-疾病关联预测

Journal of Computer-Aided Molecular Design

IF3.1

2026-05-29

PREAI

Yan Sun; Xiaoqi Tang; Junliang Shang; Hanxiang Wang; Defu Qiu; Yuanke Zhang; Jin-Xing Liu

scFNSA: A Factorized Node-Set Attentive Framework for Single-Cell Multi-Omics Integration scFNSA: 一种用于单细胞多组学集成的因子分解型节点集注意力框架

Journal of Chemical Information and Modeling

IF5.3

2026-04-28

PREAI

Shoujia Jiang; Junliang Shang; Defu Qiu; Hanxiang Wang; Jin-Xing Liu

Community detection based on community structure enhancement and multi-objective particle swarm optimization 基于社群结构增强和多目标粒子群优化的社群发现

International Journal of Data Science and Analytics

IF2.8

2026-04-21

PREAI

Yan Sun; Fanyu Zhang; Mingyuan Bi; Junliang Shang; Defu Qiu; Hanxiang Wang; Jin-Xing Liu

MsDGCN: multi-scale diffusion graph convolutional network for the prediction of drug-disease association MsDGCN：用于预测药物-疾病关联的多尺度扩散图卷积网络

Journal of Computer-Aided Molecular Design

IF3.1

2026-04-07

PREAI

Xiaotong Kong; Yan Sun; Junliang Shang; Xiaohan Zhang; Xiaoqi Tang; Hanxiang Wang; Defu Qiu; Yuanke Zhang; Jin-Xing Liu

Secure federated learning based on multi-round critical parameters 基于多轮关键参数的安全联邦学习

Neurocomputing

IF6.5

2025-12-19

PREAI

Zhengyang Zhang; Chunmei Ma; Baogui Huang; Guangshun Li; Zhaofeng Niu; Defu Qiu

MAAN: multi-scale atrous attention network for skin lesion segmentation

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2025-12-10

PREAI

Lian, Yang; Han, Ruizhi; Han, Shiyuan; Qiu, Defu; Zhou, Jin

ABSR: Progressive Alternate Refinement for Blind Cardiac MRI Super-Resolution

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-10-01

PREAI

Qiu, Defu; Song, Zhaoyang; Zhang, Wenjun; Wong, Kelvin K. L.; Yi, Zhang

Parallel Alternating Iterative Optimization for Cardiac Magnetic Resonance Image Blind Super-Resolution

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-09-01

PREAI

Song, Zhaoyang; Qiu, Defu; Zhao, Xiaoqiang; Liu, Ruijuan; Hui, Yongyong; Jiang, Hongmei

Radiomics model based on MRI to differentiate spinal multiple myeloma from metastases: A two-center study

JOURNAL OF BONE ONCOLOGY

IF3.5

2024-04-01

OAAI

Cao, Jiashi; Li, Qiong; Zhang, Huili; Wu, Yanyan; Wang, Xiang; Ding, Saisai; Chen, Song; Xu, Shaochun; Duan, Guangwen; Qiu, Defu; Sun, Jiuyi; Shi, Jun; Liu, Shiyuan

DBSR: Quadratic Conditional Diffusion Model for Blind Cardiac MRI Super-Resolution

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2024-01-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wong, Kelvin K. L.; Zhang, Wenjun; Yi, Zhang; Wang, Xuesong

Medical image super-resolution reconstruction algorithms based on deep learning: A survey 基于深度学习的医学图像超分辨率重建算法综述

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-08-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

Progressive Feedback Residual Attention Network for Cardiac Magnetic Resonance Imaging Super-Resolution 用于心脏磁共振成像超分辨率的渐进反馈剩余注意网络

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-07-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2023-06-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

Channel attention generative adversarial network for super-resolution of glioma magnetic resonance image

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-02-01

PREAI

Song, Zhaoyang; Qiu, Defu; Zhao, Xiaoqiang; Lin, Dongmei; Hui, Yongyong

Improved generative adversarial network for retinal image super-resolution 改进的生成对抗网络的视网膜图像超分辨率算法

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-10-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

End-to-end residual attention mechanism for cataractous retinal image dehazing

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-06-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

Dual U-Net residual networks for cardiac magnetic resonance images super-resolution

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-05-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

Residual dense network for medical magnetic resonance images super-resolution

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

PREAI

Zhu, Dongmei; Qiu, Defu

Gradual back-projection residual attention network for magnetic resonance image super-resolution

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

PREAI

Qiu, Defu; Cheng, Yuhu; Wang, Xuesong

研究方向