Jin Liu - Publications, H-index & Citations

Jin Liu

central south university

29H指数

130论文数

3.1K被引数

收录论文 51

发表时间

Integrating Neuroscientific Knowledge Into Adaptive Hypergraph Learning for Brain Disorder Diagnosis 将神经科学知识融入自适应超图学习以诊断脑部疾病

IEEE Transactions on Computational Social Systems

IF4.9

2026-06-08

PREAI

Mengshen He; Jin Liu; Hulin Kuang; Xu Tian; Hailin Yue; Junjian Li; Xinyu Li; Bin Guo; Jianxin Wang

CASE-TCR: Content aware and sparse selection attention driven learning framework for pan-cancer prediction using T-cell receptor sequences CASE-TCR：一种基于T细胞受体序列的泛癌预测内容感知与稀疏选择注意力驱动学习框架

Knowledge-Based Systems

IF7.6

2026-03-21

PREAI

Diandian Wang; Tong Jin; Guoliang Wang; Shuai Liu; Kun Wang; Dianlin Hu; Jin Liu; Xilin Liu

Deep Imputation Bi-Stochastic Graph Regularized Matrix Factorization for Clustering Single-Cell RNA-Sequencing Data

ieee transactions on computational biology and bioinformatics

IF0

2026-03-01

PREAI

Lan, Wei; Chen, Jianwei; Liu, Mingyang; Chen, Qingfeng; Liu, Jin; Wang, Jianxin; Chen, Yi-Ping Phoebe

Tetra-Orientated Mamba with T2-FLAIR Mismatch Features for Glioma Segmentation, IDH Genotyping, and Grading 四向Mamba结合T2-FLAIR不匹配特征用于胶质瘤分割、IDH基因分型和分级

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT X

IF0

2026-01-01

PREAI

Li, Xinyu; Liu, Jin; Kuang, Hulin; Wang, Yuanzhuo; Wang, Jianxin

Research progress of circular RNA and N6-methyladenosine modification in colorectal cancer 环状RNA和N6-甲基腺苷修饰在结直肠癌中的研究进展

Gene

IF2.4

2025-08-18

PREAI

Jiamei Xu; Jin Liu; Fengxia Huang; Zhouzhou Chao; Jiayao Chen; Aijing Xu; Hua Zhang; Wei Zhu

Integrating Time and Frequency Domain Features of fMRI Time Series for Alzheimer’s Disease Classification Using Graph Neural Networks 利用图神经网络整合fMRI时间序列的时间域和频域特征进行阿尔茨海默病分类

interdisciplinary sciences computational life sciences

IF0

2025-08-02

PREAI

Wei Peng; Chunshan Li; Yanhan Ma; Wei Dai; Dongxiao Fu; Li Liu; Lijun Liu; Ning Yu; Jin Liu

Dynamic Association Optimization in RIS-Enabled Mobile Wireless Systems RIS赋能移动无线系统中的动态关联优化

ieee wireless communications

IF5.5

2025-08-01

PREAI

Yuyin Ma; Kaoru Ota; Mianxiong Dong; Shengwei Tian; Jin Liu

CA²CL: Cluster-Aware Adversarial Contrastive Learning for Pathological Image Analysis 簇感知对抗对比学习用于病理图像分析

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-07-01

PREAI

Junjian Li; Hulin Kuang; Jin Liu; Hailin Yue; Jianxin Wang

Fusion of brain imaging genetic data for alzheimer's disease diagnosis and causal factors identification using multi-stream attention mechanisms and graph convolutional networks 基于多流注意机制和图卷积网络的脑成像遗传数据融合用于阿尔茨海默病诊断和致病因素识别

NEURAL NETWORKS

IF6.3

2025-04-01

PREAI

Peng, Wei; Ma, Yanhan; Li, Chunshan; Dai, Wei; Fu, Xiaodong; Liu, Li; Liu, Lijun; Liu, Jin

A2HTL: An Automated Hybrid Transformer-Based Learning for Predicting Survival of Esophageal Cancer Using CT Images

IEEE TRANSACTIONS ON NANOBIOSCIENCE

IF4.4

2024-10-01

PREAI

Yue, Hailin; Liu, Jin; Zhao, Lina; Kuang, Hulin; Cheng, Jianhong; Li, Junjian; He, Mengshen; Gong, Jie; Wang, Jianxin

Multi-Task Learning for Alzheimer's Disease Diagnosis and Mini-Mental State Examination Score Prediction

BIG DATA MINING AND ANALYTICS

IF6.2

2024-09-01

OAAI

Liu, Jin; Tian, Xu; Lin, Hanhe; Li, Hong-Dong; Pan, Yi

Hybrid CNN-Transformer Network With Circular Feature Interaction for Acute Ischemic Stroke Lesion Segmentation on Non-Contrast CT Scans 具有圆形特征交互作用的混合cnn-transformer网络用于非对比ct扫描的急性缺血性卒中病灶分割

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-06-01

PREAI

Kuang, Hulin; Wang, Yahui; Liu, Jin; Wang, Jie; Cao, Quanliang; Hu, Bo; Qiu, Wu; Wang, Jianxin

Diagnosis of Parkinson's Disease Based on Hybrid Fusion Approach of Offline Handwriting Images

ieee signal processing magazine

IF3.9

2024-01-01

PREAI

Dong, Shanyu; Liu, Jin; Wang, Jianxin

Association of serum individual and mixed aldehydes with depressive symptoms in the general population: A machine learning study

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2024-01-01

PREAI

Ge, Lin; Liu, Jin; Kang, Xiao; Wang, Weijing; Zhang, Dongfeng

Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis 基于图像、遗传和临床数据融合的退行性疾病诊断

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2024-01-01

PREAI

Guo, Rui; Tian, Xu; Lin, Hanhe; McKenna, Stephen; Li, Hong-Dong; Guo, Fei; Liu, Jin

CAKE: a flexible self-supervised framework for enhancing cell visualization, clustering and rare cell identification

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-12-25

OAAI

Liu, Jin; Zeng, Weixing; Kan, Shichao; Li, Min; Zheng, Ruiqing

FEED: a feature selection method based on gene expression decomposition for single cell clustering FEED: 一种基于基因表达分解的单细胞聚类特征选择方法

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-11-06

PREAI

Zhang, Chao; Duan, Zhi-Wei; Xu, Yun-Pei; Liu, Jin; Li, Hong-Dong

BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation BEA-Net: 具有多尺度短期级联的身体和边缘感知网络，用于医学图像分割

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-10-01

PREAI

Kuang, Hulin; Wang, Yahui; Liang, Yixiong; Liu, Jin; Wang, Jianxin

Semantic Decomposition Network With Contrastive and Structural Constraints for Dental Plaque Segmentation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-04-01

OAAI

Shi, Jian; Sun, Baoli; Ye, Xinchen; Wang, Zhihui; Luo, Xiaolong; Liu, Jin; Gao, Heli; Li, Haojie

Computational approaches for detecting disease-associated alternative splicing events 检测疾病相关选择性剪接事件的计算方法

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-03-28

PREAI

Liu, Jiashu; Lin, Cui-Xiang; Zhang, Xiaoqi; Li, Zongxuan; Huang, Wenkui; Liu, Jin; Guan, Yuanfang; Li, Hong-Dong

研究方向