宋余庆｜江苏大学｜学者主页

2025

LiMT: A Multi-Task Liver Image Benchmark Dataset

Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li

IEEE Journal of Biomedical and Health Informatics

DOI

2024

[Review] Deep semi-supervised learning for medical image segmentation: A review

Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu

Expert Systems With Applications，Vol. 245

DOI

2024

Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features

Jingjing Gao, Maomin Qian, Zhengning Wang, Yanling Li, Na Luo, Sangma Xie, Weiyang Shi, Peng Li, Jun Chen, Yunchun Chen, Huaning Wang, Wenming Liu, Zhigang Li, Yongfeng Yang, Hua Guo, Ping Wan, Luxian Lv, Lin Lu, Jun Yan, Yuqing Song, Huiling Wang, Hongxing Zhang, Huawang Wu, Yuping Ning, Yuhui Du, Yuqi Cheng, Jian Xu, Xiufeng Xu, Dai Zhang, Tianzai Jiang

Schizophrenia Bulletin，Vol. 510, No. 1

DOI

2024

基于对比学习的半监督肝脏血管分割方法

刘哲，胡芮，宋余庆，刘毅

《华中科技大学学报(自然科学版)》

2024

Automatic medical report generation combining contrastive learning and feature difference

Chongwen Lyu, Chengjian Qiu, Kai Han, Saisai Li, Victor S. Sheng, Huan Rong, Yuqing Song, Yi Liu, Chengjian Qiu, Chengjian Qiu

Knowledge-Based Systems

DOI

2024

HI-Net: Liver vessel segmentation with hierarchical inter-scale multi-scale feature fusion

Zhe Liu, Qiaoying Teng, Yuqing Song, Wen Hao, Yi Liu, Yan Zhu, Yuefeng Li

Biomedical Signal Processing and Control

DOI

2024

Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification

Rui Hu, Yuqing Song, Yi Liu, Yan Zhu, Nuo Feng, Chengjian Qiu, Kai Han, Qiaoying Teng, Imran Ul Haq, Zhe Liu

Multimedia Systems

DOI

2024

Pancreas segmentation in CT based on RC-3DUNet with SOM

Zhe Liu, Siqi Ma, Yi Liu, Wenqiang Wang, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu

Multimedia Systems

DOI

2024

A robust combined weighted label fusion in multi-atlas pancreas segmentation

Xu Yao, Yuqing Song, Zhe Liu

Multimedia Tools and Applications

DOI

2024

Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation

Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2023

Cascaded multi-point regression Network for high-quality generic lesion detection

Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Chengjian Qiu, Kai Han, Zhe Liu

Expert Systems With Applications，Vol. 214

DOI

2023

基于3D路径聚合高分辨率网络的胰腺分割

尹静，刘哲，宋余庆，邱成健

《中国图象图形学报》

2023

RTUNet: Residual transformer UNet specifically for pancreas segmentation

Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, K. Han, Yan Zhu, Yi Liu, Victor S. Sheng

Biomedical Signal Processing and Control

DOI

2023

Pancreas Segmentation Optimization Based on Coarse-to-Fine Scheme

Xu Yao, Cheng-Jian Qiu, Yuqing Song, Zhe Liu

Intelligent Automation and Soft Computing

DOI

2023

MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities

Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu

Biomedical Signal Processing and Control

DOI

2023

LC-SegDiff: Label-Constraint Diffusion Model for Medical Image Segmentation

Yonghan Lu, Chengjian Qiu, Qiaoying Teng, Jun Chen, Robert C. Free, Lu Liu, Yuqing Song, Zhe Liu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2023

Multi-task Learning Network for Automatic Pancreatic Tumor Segmentation and Classification with Inter-Network Channel Feature Fusion

Kaiwen Chen, Chunyu Zhang, Chengjian Qiu, Yuqing Song, Anthony Miller, Lu Liu, Imran Ul Haq, Zhe Liu

Lecture notes in computer science

DOI

2023

A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach

Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang

Lecture notes in computer science

DOI

2023

CPSNet: a cyclic pyramid-based small lesion detection network

Yan Zhu, Zhe Liu, Yuqing Song, Kai Han, Chengjian Qiu, Yangyang Tang, Jiawen Zhang, Yi Liu

Multimedia Tools and Applications

DOI

2022

基于循环显著性校准网络的胰腺分割方法

邱成健，刘青山，宋余庆，刘哲

《自动化学报》

DOI

2022

CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation

Cheng-Jian Qiu, Yuqing Song, Zhe Liu, Jing Yin, K. Han, Yi Liu

Multimedia Systems

DOI

2022

A survey on the interpretability of deep learning in medical diagnosis

Qiao-Ying Teng, Zhe Liu, Yuqing Song, K. Han, Yang Lu

Multimedia Systems

DOI

2022

HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images

Wenqing Hao, Jing Zhang, Jun Su, Yuqing Song, Zhe Liu, Yi Liu, Cheng-Jian Qiu, Kai Han

Comput. Methods Programs Biomed.

DOI

2022

Improving CT-image universal lesion detection with comprehensive data and feature enhancements

Zhe Liu, K. Han, Kai-Feng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu

Multimedia Systems

DOI

2022

An Effective Semi-Supervised Approach for Liver CT Image Segmentation

K. Han, Lu Liu, Yuqing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiao-Ying Teng, Zhe Liu

IEEE journal of biomedical and health informatics

DOI

2021

多尺度深度特征提取的肝脏肿瘤CT图像分类

毛静怡，宋余庆，刘哲

《中国图象图形学报》

2021

结合切片上下文信息的多阶段胰腺定位与分割

王瑞豪，刘哲，宋余庆

《电子学报》

2021

基于联合特征学习和多重迁移学习的肝脏病变分类

蒋瑞，刘哲，宋余庆，陈鹏，郝文

《江苏大学学报(自然科学版)》

2021

CT Segmentation of Liver and Tumors Fused Multi-Scale Features

Aihong Yu, Zhe Liu, Victor S. Sheng, Yuqing Song, Xuesheng Liu, Chong-Ya Ma, Wenqiang Wang, Cong Ma

Intelligent Automation and Soft Computing

DOI

2021

Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net

Zhe Liu, Jun Su, Ruihao Wang, Rui Jiang, Yuqing Song, Dengyong Zhang, Yan Zhu, Deqi Yuan, Qingsong Gan, Victor S. Sheng

Expert Systems with Applications

DOI

2021

Multi-Resolution Image Segmentation Based on a Cascaded U-ADenseNet for the Liver and Tumors

Yan Zhu, Aihong Yu, Huan Rong, Dongqing Wang, Yuqing Song, Zhe Liu, Victor S. Sheng

Journal of Personalized Medicine

DOI

2021

FireNet-MLstm for classifying liver lesions by using deep features in CT images

Gedeon Kashala Kabe, Yuqing Song, Zhe Liu

Multimedia Tools and Applications

DOI

2021

Novel Distant Domain Transfer Learning Method for COVID-19 Classification from X-rays Images

Gedeon Kashala Kabe, Yuqing Song, Zhe Liu

DOI

2021

DV-Net: Accurate liver vessel segmentation via dense connection model with D-BCE loss function

Jun Su, Zhe Liu, Jing Zhang, Victor S. Sheng, Yuqing Song, Yan Zhu, Yi Liu

Knowledge-Based Systems

DOI

2021

Lesion detection method based on double modules for feature extraction

Yuqing Song, Jingjing Wu, Zhe Liu

DOI

2021

MLANet: Multi-Layer Anchor-free Network for generic lesion detection

Zhe Liu, Xi Xie, Yuqing Song, Yang Zhang, Xuesheng Liu, Jiawen Zhang, Victor S. Sheng

Engineering Applications of Artificial Intelligence

DOI

2021

Multi-atlas classification of autism spectrum disorder with hinge loss trained deep architectures: ABIDE I results

Thomas Martial Epalle, Yuqing Song, Zhe Liu, Hu Lu

Applied Soft Computing

DOI

2021

Self-supervision Adversarial Learning Network for Liver Lesion Classification

Cong Ma, Zhe Liu, Yuqing Song, Chengjian Qiu, Aihong Yu, Jiawen Zhang

Lecture notes in computer science

DOI

2021

Efficient 3D Pancreas Segmentation Using Two-Stage 3D Convolutional Neural Networks

Wenqiang Wang, Zhe Liu, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu

Lecture notes in computer science

DOI

2021

Robust Liver Vessel Extraction Using DV-Net with D-BCE Loss Function

Jun Su, Zhe Liu, Yuqing Song, Wenqiang Wang, Kai Han, Yangyang Tang, Xuesheng Liu

Communications in computer and information science

DOI

2021

Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response

Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang, Fan Hu, Jiawen Zhang

Lecture notes in computer science

DOI

2020

特征重用和注意力机制下肝肿瘤自动分类

冯诺，宋余庆，刘哲

《中国图象图形学报》

2020

基于粒子群优化的深度随机神经网络

凌青华，宋余庆，韩飞

《江苏科技大学学报(自然科学版)》

2020

Pancreas Segmentation Based on an Optimized Coarse-to-Fine Method

Cheng-Jian Qiu, Zhe Liu, Yuqing Song, K. Han

2020 International Conference on Internet of Things and Intelligent Applications (ITIA)

DOI

2020

Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks

Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng

Multimedia Systems

DOI

2020

Optimization of FireNet for Liver Lesion Classification

Gedeon Kashala Kabe, Yuqing Song, Zhe Liu

Electronics

DOI

2019

Characterizing and Predicting Autism Spectrum Disorder by Performing Resting-State Functional Network Community Pattern Analysis

Yuqing Song, Thomas Martial Epalle, Hu Lu

Frontiers In Human Neuroscience，Vol. 13

DOI

2019

基于改进多尺度LBP算法的肝脏CT图像特征提取方法

刘晓虹，朱玉全，刘哲，宋余庆，朱彦，袁德琪

《计算机科学》

2019

基于排序选择度量的自适应集成方法

沈先宝，宋余庆，刘哲

《计算机科学》

2019

Advances on pancreas segmentation: a review

Xu Yao, Yuqing Song, Zhe Liu

Multimedia tools and applications

DOI

2019

Feature fusion adversarial learning network for liver lesion classification

Peng Chen, Yuqing Song, Deqi Yuan, Zhe Liu

ACM Multimedia Asia (MMAsia)

DOI

2019

Densely connected deep U-Net for abdominal multi-organ segmentation

Zhaohui Wang, Zhe Liu, Yuqing Song, Yan Zhu

Proceedings - International Conference on Image Processing

DOI

2019

MRI and PET image fusion using the nonparametric density model and the theory of variable-weight

Zhe Liu, Yuqing Song, Victor S. Sheng, Chunyan Xu, Charlie Maere, Kaifeng Xue, Kai Yang

Computer Methods and Programs in Biomedicine

DOI

2019

Liver CT sequence segmentation based with improved U-Net and graph cut

Zhe Liu, Yuqing Song, Victor S. Sheng, Liangmin Wang, Rui Jiang, Xiaolin Zhang, Deqi Yuan

Expert Systems with Applications

DOI

2019

Texture Feature Extraction from Thyroid MR Imaging Using High-Order Derived Mean CLBP

Zhe Liu, Chengjian Qiu, Yuqing Song, Xiaohong Liu, Juan Wang, Victor S. Sheng

Journal of Computer Science and Technology

DOI

2019

Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier

Thomas Martial Epalle, Yuqing Song, Hu Lu, Zhe Liu

Communications in computer and information science

DOI

2018

基于改进的GLCM甲状腺纹理特征提取与分析

汪娟，刘哲，宋余庆，陈香远

《计算机工程与应用》

2018

一种结合深度学习特征和社团划分的图像分割方法

胥杏培，宋余庆，陆虎

《小型微型计算机系统》

2018

基于约束随机游走的肿瘤图像分割方法

刘庆烽，刘哲，宋余庆，朱彦

《计算机科学》

2018

结合改进的U-Net和Morphsnakes的肝脏分割

刘哲，张晓林，宋余庆，朱彦，袁德琪

《中国图象图形学报》

2018

基于NSCT变换和相似信息鲁棒主成分分析模型的图像融合技术

刘哲，徐涛，宋余庆，徐春艳

《吉林大学学报(工学版)》

2018

A Method for PET-CT Lung Cancer Segmentation based on Improved Random Walk

Zhe Liu, Yuqing Song, Charlie Maere, Qingfeng Liu, Yan Zhu, Hu Lu, Deqi Yuan

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

DOI

2017

自适应变异差分算法与Powell算法相结合的医学图像配准

刘哲，宋余庆，王栋栋

《计算机科学》

2017

改进粒子群算法与多分辨率结合的医学图像配准

王栋栋，宋余庆，刘哲

《小型微型计算机系统》

2017

遗传社团划分算法揭示静息态fMRI社团结构

黄兴灏，宋余庆，陆虎

《江苏科技大学学报(自然科学版)》

2017

基于Contourlet变换和T混合模型的医学图像融合算法

徐春艳，宋余庆，刘哲，包翔

《南京师大学报(自然科学版)》

2017

Evolutionary Modularity Optimization Clustering of Neuronal Spike Trains

Chaojie Yu, Yuquan Zhu, Yuqing Song, Hu Lu

Lecture notes in computer science

DOI

2015

一种图像分割聚类数自适应计算方法

包翔，宋余庆，刘哲，刘毅，郑明杰

《小型微型计算机系统》

2015

基于粒子群优化和EM算法的图像聚类研究

汤峥，宋余庆，刘哲

《小型微型计算机系统》

2015

基于小波变换和稀疏表示的图像去噪

王金金，宋余庆，桂长青

《测控技术》

DOI

2015

结合分水岭和互信息的医学图像自适应分割方法

夏倩倩，宋余庆，刘哲，刘雅婧

《计算机应用与软件》

2015

A Gene Selection Method for Microarray Data Based on Binary PSO Encoding Gene-to-Class Sensitivity Information

Fei Han, Chun Yang, Yaqi Wu, Jiansheng Zhu, Qing-Hua Ling, Yuqing Song, De-Shuang Huang

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2015

A new clustering method of gene expression data based on multivariate Gaussian mixture models

Zhe Liu, Yuqing Song, Cong-Hua Xie, Zheng Tang

Signal Image and Video Processing

DOI

2015

An Improved Brain MRI Segmentation Method Based on Scale-Space Theory and Expectation Maximization Algorithm

Yuqing Song, Xiang Bao, Zhe Liu, Deqi Yuan, Minshan Song

Lecture notes in computer science

DOI

2014

基于邻域信息的B样条密度模型的医学图像分割研究

刘哲，宋余庆，包翔

《计算机科学》

2014

Clustering gene expression data analysis using an improved EM algorithm based on multivariate elliptical contoured mixture models

Zhe Liu, Yuqing Song, Conghua Xie, Feng Zhu, Xiang Bao

Optik

DOI

2014

A method of wavelet-based dual thresholding de-noising for ECG signal

Yi Liu, Yuqing Song

International Congress on Image and Signal Processing (CISP)

DOI

2014

Analyzing topological characteristics of neuronal functional networks in the rat brain

Hu Lu, Shengtao Yang, Yuqing Song, Hui Wei

Physics Letters A

DOI

2014

Hierarchical organization in neuronal functional networks during working memory tasks

Hu Lu, Hui Wei, Zhe Liu, Yuqing Song

DOI

2014

Medical Image Clustering Based on Improved Particle Swarm Optimization and Expectation Maximization Algorithm

Zheng Tang, Yuqing Song, Zhe Liu

Communications in computer and information science

DOI

2014

Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns

Hu Lu, Zhe Liu, Yuqing Song

Lecture notes in computer science

DOI

2013

多元Chebyshev正交多项式混合模型及其在医学图像分割中的应用

刘哲，宋余庆，宋旼珊

《计算机科学》

2013

基于抽样的正交多项式混合模型图像分割

刘哲，宋余庆

《小型微型计算机系统》

2013

基于多分辨率和Powell算法的医学图像配准

周其慧，宋余庆，陈健美，郝朝玲，晏燕华

《计算机应用研究》

2013

一种医学图像增强算法

王丽丽，宋余庆

《辽宁工程技术大学学报(自然科学版)》

2013

基于粗糙集的医学图像融合算法

郝朝玲，宋余庆，周其慧，陈健美，晏燕华

《计算机测量与控制》

2012

基于多分辨率的非参数正交多项式医学图像融合方法

刘哲，宋余庆，陈健美，晏燕华，谢从华

《模式识别与人工智能》

2011

基于自适应空间邻域信息高斯混合模型的图像分割

朱峰，罗立民，宋余庆，陈健美，左欣

《计算机研究与发展》

2011

基于信息论的高维海量数据离群点挖掘

张净，孙志挥，宋余庆，倪巍伟，晏燕华

《计算机科学》

2011

基于二类切比雪夫正交多项式非参数混合模型的图像分割

刘哲，宋余庆，陈健美，谢从华，宋旼珊

《计算机研究与发展》

2010

基于多阶抽样谱图聚类彩色图像分割

朱峰，宋余庆，朱玉全，许莉莉，金洪伟

《计算机科学》

2010

医学图像的混合模型成份数估计

谢从华，宋余庆，陈健美，常晋义

《计算机科学》

2010

DPCM与EZW混合编码在医学图像中的应用研究

翟国，宋余庆，谈佳宁，徐庆

《计算机工程与应用》

2010

序区间值决策系统中的最优可信规则获取

谢军，宋余庆，陈健美，孙怀江，杨习贝

《江苏大学学报(自然科学版)》

2010

基于近似密度初始化的医学图像混合模型聚类

张树伟，宋余庆，陈健美，谢从华

《微电子学与计算机》

DOI

2010

Medical image segmentation based on non-parametric mixture models with spatial information

Yuqing Song, Zhe Liu, Jianmei Chen, Feng Zhu, Cong-Hua Xie

Signal Image and Video Processing

DOI

2010

Brain MR image segmentation based on Gaussian mixture model with spatial information

Feng Zhu, Yuqing Song, Jianmei Chen

International Congress on Image and Signal Processing (CISP)

DOI

2010

Medical image segmentation using characteristic function of Gaussian Mixture Models

Yuqing Song, Cong-Hua Xie, Jianmei Chen

International Conference on Biomedical Engineering and Informatics (BMEI)

DOI

2010

Fast medical image mixture density clustering segmentation using stratification sampling and kernel density estimation

Cong-Hua Xie, Yuqing Song, Jianmei Chen

Signal Image and Video Processing

DOI

2009

基于兴趣点和边缘特征的图像检索方法的研究

翟国，宋余庆，谈佳宁，徐庆

《计算机工程与设计》

2009

基于HL7 v3消息的医学图像信息交换的研究

丁敏，宋余庆，王春红

《计算机工程与设计》

2009

改进的CLIQUE优化算法

高亚鲁，宋余庆，朱玉全

《计算机工程与设计》

2009

基于高斯混合密度模型的医学图像聚类方法

宋余庆，王春红，陈健美，谢从华

《江苏大学学报(自然科学版)》

2009

序值决策系统中基于描述子的可信规则获取

谢军，杨习贝，孙怀江，宋余庆

《系统工程理论与实践》，No. 7

下载原文

2008

一种分布式全局频繁闭项目集快速挖掘更新算法

陈健美，朱玉全，倪巍伟，宋余庆，宋顺林，桂长青

《小型微型计算机系统》

2008

基于关联规则的医学图像分类算法

武园园，宋余庆，朱玉全

《计算机工程与设计》

2008

一种基于贝叶斯和神经网络的医学图像组合分类方法

陈健美，宋顺林，朱玉全，宋余庆，陈耿，程鹏，桂长青

《计算机科学》

2008

全局频繁闭项目集挖掘算法研究

陈健美，朱玉全，宋顺林，桂长青，宋余庆

《计算机科学》

2008

不完备目标信息系统中基于描述子的知识约简

谢军，杨习贝，杨静宇，孙怀江，宋余庆

《计算机科学》

2008

不完备序值决策系统中的拓展粗集模型及集对分析

谢军，宋余庆，陈健美，孙怀江，杨习贝，杨静宇

《计算机科学》

2008

基于环形分割的医学图像检索

桂长青，宋余庆，陈健美，谢从华

《江苏大学学报(自然科学版)》

2008

数字医学图像

宋余庆

《清华大学出版社》

2007

基于梯度的混合Mumford-Shah模型医学图像分割

朱峰，宋余庆，朱玉全，郭依正

《计算机工程》

2007

Research on Medical Image Segmentation Based on Dynamic Step Length Density Clustering

Yuqing Song

Microelectronics & Computer

2006

A new method of semantic feature extraction for medical images data

Xie Conghua, Yuqing Song, Chang Jinyi

Wuhan University Journal of Natural Sciences

DOI

2005

图像数据库索引技术的研究与探讨

卢佳，宋余庆，金华，周成兵

《计算机工程与设计》

2005

基于ROI的医学图像无损压缩

周成兵，宋余庆，卢佳

《计算机工程与设计》

2005

最大频繁项目集的快速更新

吉根林，杨明，宋余庆，孙志挥

《计算机学报》

2005

基于度量直方图的医学图像检索

金华，卢佳，宋余庆，谢从华

《计算机工程与设计》

2005

医学图像数据挖掘若干技术研究

宋余庆

《东南大学》

2005

基于网格化的医学图像不规则特征提取方法

谢从华，宋余庆，朱玉全，王立军

《计算机工程与应用》

2003

Shared-nothing并行事务数据库系统中规则的挖掘与更新算法

朱玉全，陈耿，宋余庆，孙志挥

《小型微型计算机系统》

精选作品

期刊论文

LiMT: A Multi-Task Liver Image Benchmark Dataset

[Review] Deep semi-supervised learning for medical image segmentation: A review

Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features

基于对比学习的半监督肝脏血管分割方法

Automatic medical report generation combining contrastive learning and feature difference

HI-Net: Liver vessel segmentation with hierarchical inter-scale multi-scale feature fusion

Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification

Pancreas segmentation in CT based on RC-3DUNet with SOM

A robust combined weighted label fusion in multi-atlas pancreas segmentation

Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation

Cascaded multi-point regression Network for high-quality generic lesion detection

基于3D路径聚合高分辨率网络的胰腺分割

RTUNet: Residual transformer UNet specifically for pancreas segmentation

Pancreas Segmentation Optimization Based on Coarse-to-Fine Scheme

MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities

LC-SegDiff: Label-Constraint Diffusion Model for Medical Image Segmentation

Multi-task Learning Network for Automatic Pancreatic Tumor Segmentation and Classification with Inter-Network Channel Feature Fusion

A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach

CPSNet: a cyclic pyramid-based small lesion detection network

基于循环显著性校准网络的胰腺分割方法

CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation

A survey on the interpretability of deep learning in medical diagnosis

HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images

Improving CT-image universal lesion detection with comprehensive data and feature enhancements

An Effective Semi-Supervised Approach for Liver CT Image Segmentation

多尺度深度特征提取的肝脏肿瘤CT图像分类

结合切片上下文信息的多阶段胰腺定位与分割

基于联合特征学习和多重迁移学习的肝脏病变分类

CT Segmentation of Liver and Tumors Fused Multi-Scale Features

Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net

Multi-Resolution Image Segmentation Based on a Cascaded U-ADenseNet for the Liver and Tumors

FireNet-MLstm for classifying liver lesions by using deep features in CT images

Novel Distant Domain Transfer Learning Method for COVID-19 Classification from X-rays Images

DV-Net: Accurate liver vessel segmentation via dense connection model with D-BCE loss function

Lesion detection method based on double modules for feature extraction

MLANet: Multi-Layer Anchor-free Network for generic lesion detection

Multi-atlas classification of autism spectrum disorder with hinge loss trained deep architectures: ABIDE I results

Self-supervision Adversarial Learning Network for Liver Lesion Classification

Efficient 3D Pancreas Segmentation Using Two-Stage 3D Convolutional Neural Networks

Robust Liver Vessel Extraction Using DV-Net with D-BCE Loss Function

Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response

特征重用和注意力机制下肝肿瘤自动分类

基于粒子群优化的深度随机神经网络

Pancreas Segmentation Based on an Optimized Coarse-to-Fine Method

Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks

Optimization of FireNet for Liver Lesion Classification

Characterizing and Predicting Autism Spectrum Disorder by Performing Resting-State Functional Network Community Pattern Analysis

基于改进多尺度LBP算法的肝脏CT图像特征提取方法

基于排序选择度量的自适应集成方法

Advances on pancreas segmentation: a review

Feature fusion adversarial learning network for liver lesion classification

Densely connected deep U-Net for abdominal multi-organ segmentation

MRI and PET image fusion using the nonparametric density model and the theory of variable-weight

Liver CT sequence segmentation based with improved U-Net and graph cut

Texture Feature Extraction from Thyroid MR Imaging Using High-Order Derived Mean CLBP

Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier

基于改进的GLCM甲状腺纹理特征提取与分析

一种结合深度学习特征和社团划分的图像分割方法

基于约束随机游走的肿瘤图像分割方法

结合改进的U-Net和Morphsnakes的肝脏分割

基于NSCT变换和相似信息鲁棒主成分分析模型的图像融合技术

A Method for PET-CT Lung Cancer Segmentation based on Improved Random Walk

自适应变异差分算法与Powell算法相结合的医学图像配准

改进粒子群算法与多分辨率结合的医学图像配准

遗传社团划分算法揭示静息态fMRI社团结构

基于Contourlet变换和T混合模型的医学图像融合算法

Evolutionary Modularity Optimization Clustering of Neuronal Spike Trains

一种图像分割聚类数自适应计算方法

基于粒子群优化和EM算法的图像聚类研究

基于小波变换和稀疏表示的图像去噪

结合分水岭和互信息的医学图像自适应分割方法

A Gene Selection Method for Microarray Data Based on Binary PSO Encoding Gene-to-Class Sensitivity Information

A new clustering method of gene expression data based on multivariate Gaussian mixture models

An Improved Brain MRI Segmentation Method Based on Scale-Space Theory and Expectation Maximization Algorithm

基于邻域信息的B样条密度模型的医学图像分割研究

Clustering gene expression data analysis using an improved EM algorithm based on multivariate elliptical contoured mixture models

A method of wavelet-based dual thresholding de-noising for ECG signal

Analyzing topological characteristics of neuronal functional networks in the rat brain