Lihong Peng - Publications, H-index & Citations

彭

彭利红 (Lihong Peng)

hunan university of technology

32H指数

111论文数

2.3K被引数

收录论文 46

发表时间

STCGCar: Graph Contrastive Learning with Reliable Augmentation for Spatial Transcriptomics Clustering STCGCar：用于空间转录组学聚类的可靠增强图对比学习

GENOMICS PROTEOMICS & BIOINFORMATICS

IF7.9

2026-09-17

OAAI

Lihong Peng; Long Yang; Min Chen; Geng Tian; Xin Liu; Zongzheng Bai; Jialiang Yang

KGLAR: Deconvoluting Spatial Transcriptomics Data with Single-cell Transcriptomes through Knowledge-guided NMF and Least Angle Regression KGLAR：通过知识引导的非负矩阵分解和最小角回归，对空间转录组学数据与单细胞转录组进行解卷积分析

interdisciplinary sciences: computational life sciences

IF0

2026-04-01

PREAI

Lihong Peng; Feixiang Wang; Wei Wu; Xinhuai Peng; Wei Xiong; Yan Jiang; Libo Nie; Xing Chen

SGcCA: Deciphering Drug–Target Interactions through an End-to-End Model with Spatial and Channel Reconstruction Convolution and Cross-Efficient-Additive Attention SGcCA：通过具有空间和通道重建卷积及交叉高效加性注意力机制的全流程模型解析药物-靶点相互作用

Journal of Chemical Information and Modeling

IF5.3

2025-10-09

PREAI

Lihong Peng; Wen Liao; Zejun Li; Xin Liu; Jiale Mao; Buqing Cao

AGTR1 potentiates the chemotherapeutic efficacy of cisplatin in esophageal carcinoma through elevation of intracellular Ca2+ and induction of apoptosis AGTR1通过升高细胞内Ca2+和诱导凋亡，增强顺铂在食管癌中的化疗疗效。

INTERNATIONAL JOURNAL OF ONCOLOGY

IF4.9

2025-03-10

PREAI

Liu, Kang; Bie, Jun; Zhang, Ruolan; Xiong, Rong; Peng, Lihong; Luo, Yi; Yang, Siyun; Feng, Gang; Song, Guiqin

DO-GMA: An End-to-End Drug-Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-01-28

PREAI

Peng, Lihong; Mao, Jiale; Huang, Guohua; Han, Guosheng; Liu, Xin; Liao, Wen; Tian, Geng; Yang, Jialiang

Unveiling patterns in spatial transcriptomics data: a novel approach utilizing graph attention autoencoder and multiscale deep subspace clustering network 揭示空间转录组学数据中的模式：一种利用图注意力自编码器和多尺度深度子空间聚类网络的新方法

GigaScience

IF3.9

2025-01-13

OAAI

Liqian Zhou; Xinhuai Peng; Min Chen; Xianzhi He; Geng Tian; Jialiang Yang; Lihong Peng

MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-08-13

PREAI

Peng, Lihong; Liu, Xin; Chen, Min; Liao, Wen; Mao, Jiale; Zhou, Liqian

Multi-Level fusion graph neural network: Application to PET and CT imaging for risk stratification of head and neck cancer 多级融合图神经网络在PET和CT成像对头颈部肿瘤危险分层中的应用

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-06-01

PREAI

Peng, Junyi; Peng, Lihong; Zhou, Zidong; Han, Xu; Xu, Hui; Lu, Lijun; Lv, Wenbing

GEnDDn: An lncRNA-Disease Association Identification Framework Based on Dual-Net Neural Architecture and Deep Neural Network

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2024-05-11

PREAI

Peng, Lihong; Ren, Mengnan; Huang, Liangliang; Chen, Min

BAF-Net: bidirectional attention-aware fluid pyramid feature integrated multimodal fusion network for diagnosis and prognosis Baf-net: 用于诊断和预后的双向注意感知流体金字塔特征集成多模态融合网络

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2024-04-29

OAAI

Wu, Huiqin; Peng, Lihong; Du, Dongyang; Xu, Hui; Lin, Guoyu; Zhou, Zidong; Lu, Lijun; Lv, Wenbing

Identifying potential ligand-receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication analysis

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-03-01

PREAI

Peng, Lihong; Gao, Pengfei; Xiong, Wei; Li, Zejun; Chen, Xing

CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication Analysis

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-01-01

PREAI

Peng, Lihong; Xiong, Wei; Han, Chendi; Li, Zejun; Chen, Xing

LDA-VGHB: identifying potential lncRNA-disease associations with singular value decomposition, variational graph auto-encoder and heterogeneous Newton boosting machine

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-12-20

OAAI

Peng, Lihong; Huang, Liangliang; Su, Qiongli; Tian, Geng; Chen, Min; Han, Guosheng

Optimal batch determination for improved harmonization and prognostication of multi-center PET/CT radiomics feature in head and neck cancer

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2023-11-16

PREAI

Wu, Huiqin; Liu, Xiaohui; Peng, Lihong; Yang, Yuling; Zhou, Zidong; Du, Dongyang; Xu, Hui; Lv, Wenbing; Lu, Lijun

STGNNks: Identifying cell types in spatial transcriptomics data based on graph neural network, denoising auto-encoder, and k-sums clustering

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

PREAI

Peng, Lihong; He, Xianzhi; Peng, Xinhuai; Li, Zejun; Zhang, Li

CellEnBoost: A Boosting-Based Ligand-Receptor Interaction Identification Model for Cell-to-Cell Communication Inference

IEEE TRANSACTIONS ON NANOBIOSCIENCE

IF4.4

2023-10-01

PREAI

Peng, Lihong; Yuan, Ruya; Han, Chendi; Han, Guosheng; Tan, Jingwei; Wang, Zhao; Chen, Min; Chen, Xing

Predicting potential microbe-disease associations with graph attention autoencoder, positive-unlabeled learning, and deep neural network

FRONTIERS IN MICROBIOLOGY

IF4.5

2023-09-18

OAAI

Peng, Lihong; Huang, Liangliang; Tian, Geng; Wu, Yan; Li, Guang; Cao, Jianying; Wang, Peng; Li, Zejun; Duan, Lian

Deciphering ligand-receptor-mediated intercellular communication based on ensemble deep learning and the joint scoring strategy from single-cell transcriptomic data

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-09-01

PREAI

Peng, Lihong; Tan, Jingwei; Xiong, Wei; Zhang, Li; Wang, Zhao; Yuan, Ruya; Li, Zejun; Chen, Xing

SAELGMDA: Identifying human microbe-disease associations based on sparse autoencoder and LightGBM

FRONTIERS IN MICROBIOLOGY

IF4.5

2023-06-21

OAAI

Wang, Feixiang; Yang, Huandong; Wu, Yan; Peng, Lihong; Li, Xiaoling

Identifying potential drug-target interactions based on ensemble deep learning

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2023-06-15

OAAI

Zhou, Liqian; Wang, Yuzhuang; Peng, Lihong; Li, Zejun; Luo, Xueming

研究方向