王顺芳

2026

Local Feature Supplementation Network for Polyp Segmentation

2026 5th International Symposium on Computer Applications and Information Technology (ISCAIT)

DOI

2026

CBRR: A correlation-based redundancy reduction framework with multi-omics multi-level fusion for cancer subtype prediction

Expert Systems with Applications

DOI

2026

WTMCNet: A wavelet transform multi-scale channel-mixing network for breast ultrasound image segmentation

Biomedical Signal Processing and Control

DOI

2026

Unlocking biological insight from single-cell data with an interpretable dual-stream foundation model

Genome biology

DOI

2026

SPMFE-UNet: shape perception and multi-scale features enhancement UNet for robust abdominal organ and skin lesion segmentation

Biomedical Physics & Engineering Express

DOI

2026

Integration of interpretable multi-features and multi-loss functions for multi-functional therapeutic peptide prediction via dataset construction

Computational Biology and Chemistry

DOI

2026

GPG-Net: graph-prior-guided breast ultrasound image segmentation network

DOI

2025

跨域小样本农业病虫害图像分类算法

《计算机工程与设计》

DOI

2025

Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

scDVAE:Single-Cell Data Clustering Based on Variational Autoencoder With Disentangled Latent Representations

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2025

Graph Mask Contrastive Autoencoder for MiRNA-Disease Association Prediction

2025 IEEE 5th International Conference on Computer Communication and Artificial Intelligence (CCAI)

DOI

2025

IGCLAPS: an interpretable graph contrastive learning method with adaptive positive sampling for scRNA-seq data analysis

Bioinform.

DOI

2025

EFM2BF: Extraction and fusion of multi-network multi-scale bio-topological features for gene prediction in brain diseases

Comput. Biol. Chem.

DOI

2025

Multi-Omics Correlation Reconstruction of Complete Graph Forms Based on the Self-Expressive Learning Network for Cancer Subtype Prediction

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2025

EAG-SAE-ESTF: An entropy-aware gated network with scale-adaptive enhancement and elastic spatial topology fusion for coronary artery segmentation

Information Fusion

DOI

2025

Interval-Shared Information Integration and False-Negative Association Reduction in Multi-Source MiRNA-Disease Association Prediction

IEEE Journal of Biomedical and Health Informatics

DOI

2025

CSSEC: An adaptive approach integrating consensus and specific self-expressive coefficients for multi-omics cancer subtyping

Methods

DOI

2025

SS-DTI: A deep learning method integrating semantic and structural information for drug-target interaction prediction

Journal of Bioinformatics and Computational Biology

DOI

2025

A three-stage network to capture sufficient multi-scale spatial information for skin lesion segmentation

Biomedical Signal Processing and Control

DOI

2025

SDHM2T: A scale direction heteroid micro to macro transition network for retinal vessel segmentation

Biomedical Signal Processing and Control

DOI

2025

scSNOT: Single-cell multi-omics clustering method based on minibatch unbalanced optimal transport and study-specific adaptive normalization

International Conference on Biomedical and Intelligent Systems (IC-BIS)

DOI

2024

基于FAVOR+和增强损失的蛋白溶解预测

《计算机工程与设计》

2024

基于多检查结果融合的MCI进展预测方法

《计算机工程与设计》

2024

多尺度和边界融合的皮肤病变区域分割网络

《计算机科学与探索》

2024

Masked adversarial neural network for cell type deconvolution in spatial transcriptomics

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Masked Conditional Diffusion Model with GNN for Spatial Transcriptomics Data Imputation

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

scASDC: Attention Enhanced Structural Deep Clustering for Single-cell RNA-seq Data

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Polymorphic multi-head attention aggregation network for skin lesion segmentation

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Deep clustering representation of spatially resolved transcriptomics data using multi-view variational graph auto-encoders with consensus clustering

Computational and Structural Biotechnology Journal

DOI

2024

AttCON-Homo: Attention and PLMs-enhanced Neural Networks for Predicting Inter-chain Contacts and Distances in Homo-oligomeric Protein Complexes

ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)

DOI

2024

RSANMDA: Resampling based subview attention network for miRNA-disease association prediction

Methods

DOI

2024

Boundary-Aware Gradient Operator Network for Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics

DOI

2024

Deeply integrating latent consistent representations in high-noise multi-omics data for cancer subtyping

Briefings in Bioinformatics

DOI

2024

ACP-PDAFF: Pretrained model and dual-channel attentional feature fusion for anticancer peptides prediction

Computational Biology and Chemistry

DOI

2024

Difference in Uptake Pattern Heterogeneity and Reproducibility of Radiomics Features Between FAPI and FDG Pet/Ct Imaging of Tumors

IEEE International Symposium on Biomedical Imaging (ISBI)

DOI

2024

Learning an Adaptive Self-expressive Fusion Model for Multi-omics Cancer Subtype Prediction

Lecture notes in computer science

DOI

2023

基于半监督网络表示学习方法的基因功能预测

《计算机工程与设计》

2023

TransVCOX: Bridging Transformer Encoder and Pre-trained VAE for Robust Cancer Multi-Omics Survival Analysis

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2023

BFP-Net: Boundary Feature Pyramid for Medical Image Segmentation

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2023

EIU-Net: Enhanced feature extraction and improved skip connections in U-Net for skin lesion segmentation

Comput. Biol. Medicine

DOI

2023

MMS-Net: Multi-level multi-scale feature extraction network for medical image segmentation

Biomedical Signal Processing and Control

DOI

2023

AttCON: With better MSAs and attention mechanism for accurate protein contact map prediction

Computers in Biology and Medicine

DOI

2023

TsImpute: an accurate two-step imputation method for single-cell RNA-seq data

Bioinformatics

DOI

2023

TSE-ARF: An adaptive prediction method of effectors across secretion system types

Analytical Biochemistry

DOI

2023

Multi-dimensional search for drug–target interaction prediction by preserving the consistency of attention distribution

Computational Biology and Chemistry

DOI

2022

基于序列深度学习的Ⅲ型分泌效应子预测

《计算机工程与设计》

2022

AEMVC: anchor enhanced multi-omics cancer subtype identification

International Symposium on Artificial Intelligence in Medical Sciences

DOI

2022

A protein succinylation sites prediction method based on the hybrid architecture of LSTM network and CNN

J. Bioinform. Comput. Biol.

DOI

2022

SE-BLTCNN: A channel attention adapted deep learning model based on PSSM for membrane protein classification

Comput. Biol. Chem.

DOI

2021

Parameter Transfer Learning Measured by Image Similarity to Detect CT of COVID-19

International Symposium on Bioinformatics Research and Applications

DOI

2021

DeepFusion-RBP: Using deep learning to fuse multiple features to identify RNA-binding protein sequences

Current Bioinformatics

DOI

2021

Gene prediction of aging-related diseases based on DNN and Mashup

BMC Bioinformatics

DOI

2021

Predicting antifreeze proteins with weighted generalized dipeptide composition and multi-regression feature selection ensemble

BMC Bioinformatics

DOI

2021

Identifying Enhancers and Their Strength Based on PCWM Feature by A Two-Layer Predictor

International Conferences on Biological Information and Biomedical Engineering

DOI

2021

Assembled graph neural network using graph transformer with edges for protein model quality assessment.

Journal of Molecular Graphics and Modelling

DOI

2021

RNA-binding protein sequence prediction method based on ensemble learning and data over-sampling

International Conference on Advanced Computational Intelligence

DOI

2021

DNA protein binding motif prediction based on fusion of expectation pooling and LSTM

International Conference on Advanced Computational Intelligence

DOI

2021

iEnhancer-RD: Identification of enhancers and their strength using RKPK features and deep neural networks.

Analytical Biochemistry

DOI

2020

G-DipC: An Improved Feature Representation Method for Short Sequences to Predict the Type of Cargo in Cell-Penetrating Peptides

IEEE/ACM Transactions on Computational Biology & Bioinformatics

DOI

2020

Multi-feature fusion and dimensional reduction based on the two-step deep ontology and the conjoint triad for the identification of cancerlectins

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2020

ACEP: improving antimicrobial peptides recognition through automatic feature fusion and amino acid embedding

BMC Genomics

DOI

2020

Prediction of Anuran Antimicrobial Peptides Using AdaBoost and Improved PSSM Profiles

International Conferences on Biological Information and Biomedical Engineering

DOI

2019

Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning

BMC Bioinformatics

DOI

2019

Prediction of protein structural classes by different feature expressions based on 2-D wavelet denoising and fusion

BMC Bioinformatics

DOI

2019

An Improved Process for Generating Uniform PSSMs and Its Application in Protein Subcellular Localization via Various Global Dimension Reduction Techniques

IEEE Access

DOI

2019

Efficient utilization on PSSM combining with recurrent neural network for membrane protein types prediction

Comput. Biol. Chem.

DOI

2019

Prediction of oxidoreductase subfamily classes based on RFE-SND-CC-PSSM and machine learning methods

J. Bioinform. Comput. Biol.

DOI

2018

基于多分辨率局部与全局特征融合的人脸识别

《计算机工程与设计》

2018

Prediction for Membrane Protein Types Based on Effective Fusion Representation and MIC-GA Feature Selection

IEEE Access

DOI

2018

Using Support Tensor Mechine for Predicting Cell Penetrating Peptides by Fusing DipC and TipC

2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2018

Protein subnuclear localization based on a new effective representation and intelligent kernel linear discriminant analysis by dichotomous greedy genetic algorithm

PLoS ONE

DOI

2018

Predicting Membrane Protein Subcellular Localization from Gene Ontology Terms Based on a Deep Learning Model

2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2018

Membrane Protein Type Prediction for High-Dimensional Imbalanced Datasets

International Conference on Information Technology in Medicine and Education

DOI

2018

The effectiveness of ensemble learning based on four different classifiers for predicting membrane protein types

Chinese Control and Decision Conference

DOI

2017

基于特征融合和有监督局部保持投影的蛋白质亚核定位

《计算机应用与软件》

2017

Kernel principal component analysis based on semi-supervised dimensionality reduction and its application on protein subnuclear localization

2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2017

Protein Subcellular Localization with Gaussian Kernel Discriminant Analysis and Its Kernel Parameter Selection

International Journal of Molecular Sciences

DOI

2017

An ensemble classifier based on stacked generalization for predicting membrane protein types

2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2017

Using kernel SVM for predicting membrane protein types by fusing PseAAC and DipC

International Conference on Computer Science and Network Technology

DOI

2017

Protein subnuclear location based on KLDA with fused kernel and effective fusion representation

International Conference on Computer Science and Network Technology

DOI

2017

Optimizing effective fusion representation by particle swarm optimization algorithm for protein sub-nuclear location

International Conference on Computer Science and Network Technology

DOI

2016

Applied biological data mining based on improved K-means clustering algorithm and KNN classifier in protein sub-cellular localization

2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2016

Protein sub-cellular localization based on noise-intensity-weighted linear discriminant analysis and an improved k-nearest-neighbor classifier

2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2016

雑音強度重み付き線形判別分析と改良されたk最近接分類器に基づく蛋白質細胞内局在【Powered by NICT】

2015

基于MCD稳健估计的PCA人脸识别算法

《计算机工程与设计》

2015

Weighted feature dimensions according to Fisher's linear discriminant rate and its application on protein sub-cellular localization

International Conference on Computer Science and Network Technology

DOI

2015

Research on prediction of protein sub-cellular location based on KLDA with combined kernel function

International Conference on Computer Science and Network Technology

DOI

2015

The effective feature representations by integrating PseAAC and PSSM for protein sub-nuclear location

IEEE International Conference on Electronics Information and Emergency Communication

DOI

2015

Protein Sub-Nuclear Localization Based on Effective Fusion Representations and Dimension Reduction Algorithm LDA

International Journal of Molecular Sciences

DOI

2015

Protein sub-nuclear location by fusing AAC and PSSM features based on sequence information

IEEE International Conference on Electronics Information and Emergency Communication

DOI

2014

基于图像分割及模糊隶属度的PCA人脸识别

《计算机应用与软件》

2014

基于组合核函数KPCA的人脸识别研究

《计算机工程与设计》

2013

A face recognition method based on combinational mirror-like odd and even images features

International Conference on Computer Science and Network Technology (ICCSNT)

DOI

2011

一种局部保留C2DPCA人脸特征提取方法

《云南大学学报(自然科学版)》

2011

改进的小波分解、Fisher脸及几何特征相结合的人脸识别方法

《云南大学学报(自然科学版)》

2011

Improved PCA facial recognition with bootstrap and data standardization in small sample case

International Conference on Computer Science and Network Technology (ICCSNT)

DOI