Table of Contents

• Alzheimer's Disease Diagnosis via Specific-Shared Representation Learning in Multimodal NeuroimagingMingxia Wang, Yun Yang 0003, Jun Qi 0001, Fengtao Nan, Shunbao Li, Po Yang 0001. 3-14 [doi]
• An Activity Graph-Based Deep Convolutional Neural Network Framework in Symptom Severity Diagnosis Towards Parkinson's Disease Using Inertial SensorsMingchang Xu, Xiyang Peng, Po Yang 0001, Jun Qi 0001, Yun Yang 0003. 15-26 [doi]
• An Optimization Method for Drug Design Based on Molecular FeaturesXuan Liu, Xiaoli Lin, Fengli Zhou. 27-36 [doi]
• Application of Machine Learning and Large Language Model Module for Analyzing Gut Microbiota DataJianhua Cao, Xiaoyu Xu, Xiaomeng Zhang. 37-48 [doi]
• CVAE-Based Hybrid Sampling Data Augmentation Method and Interpretation for Imbalanced Classification of Gout DiseaseXiaonan Si, Yifan Fu, Xinran Liu, RuLin Wang, Wenchang Xu, Lei Wang. 49-60 [doi]
• DepthParkNet: A 3D Convolutional Neural Network with Depth-Aware Coordinate Attention for PET-Based Parkinson's Disease DiagnosisMaoyuan Li, Ling Chen, Jianmin Chu, Xinchong Shi, Xiangsong Zhang, Gansen Zhao, Hua Tang. 61-72 [doi]
• Gene Selection and Classification Method Based on SNR and Multi-loops BPSOBaofang Chang, Fuxiang Sun, Maodong Li, Peiyan Yuan, Hecang Zang, Hu Jin. 73-84 [doi]
• Graph Convolutional Networks Based Multi-modal Data Integration for Breast Cancer Survival PredictionHongbin Hu, Wenbin Liang, Xitao Zou, Xianchun Zou. 85-98 [doi]
• IDHPre: Intradialytic Hypotension Prediction Model Based on Fully Observed FeaturesYifan Yao, Ze-min Kuang, Xiwen Yang, Baoquan Wang, Zhaomeng Niu, Jiaxin Yang, Lun Hu, Xi Zhou, Pengwei Hu. 99-110 [doi]
• Machine Learning Models for Improved Cell ScreeningJia-Song Liu, Zhi-Heng Yi, Bo Huang, Fan Wu, Zu-ping Zhang. 111-122 [doi]
• Prediction of Bladder Cancer Prognosis by Deep Cox Proportional Hazards Model Based on Adversarial AutoencoderJing Wu, Yanqiong Ren, Fei Han 0001, Xiang Bao. 123-134 [doi]
• SGEGCAE: A Sparse Gating Enhanced Graph Convolutional Autoencoder for Multi-omics Data Integration and ClassificationJunliang Shang, Limin Zhang, Linqian Zhao, Xin He, Yan Zhao, Daohui Ge, Jin-Xing Liu, Feng Li 0033. 135-146 [doi]
• Short-Term Blood Glucose Prediction Method Based on Signal Decomposition and Bidirectional NetworksYili Zheng, Zhifang Liao, Jia Guo, Song Yu. 147-158 [doi]
• SLGNNCT: Synthetic Lethality Prediction Based on Knowledge Graph for Different Cancers TypesJingru Chen, Jianyong Pan, Yan Zhu, Junyi Li. 159-170 [doi]
• TransPBMIL: Transformer-Based Weakly Supervised Prognostic Prediction in Ovarian Cancer with Pseudo-Bag StrategyYongxin Mao, Ziwei Hu, Xinlin Zhang, Tong Tong 0001. 171-180 [doi]
• A Heterogeneous Cross Contrastive Learning Method for Drug-Target Interaction PredictionQi Wang, Jiachang Gu, Jiahao Zhang, Mingming Liu, Xu Jin, Maoqiang Xie. 183-194 [doi]
• A Retrieval-Based Molecular Style Transformation Optimization ModelCheng Wang, Ya-Jie Zhang, Xin Xia, Yan-Sen Su, Chun-Hou Zheng 0001, Qing-Wen Wu. 195-206 [doi]
• Aggregation Strategy with Gradient Projection for Federated Learning in DiagnosisHuiyan Lin, Yunshu Gao, Heng Li, Xiaotian Zhang, Xiangyang Yu, Jianwen Chen, Jiang Liu. 207-218 [doi]
• Coronary Artery 3D/2D Registration Based on Particle Swarm Optimization of Contextual Morphological FeaturesYibo Liu, Ting Ke. 219-228 [doi]
• Enhancing Drug-Drug Interaction Predictions in Biomedical Knowledge Graphs Through Integration of Householder Projections and Capsule Network TechniquesXia Li, Sensen Zhang, Yang Liu, Peng Bi, Tiangui Hu. 229-240 [doi]
• Feature Extraction Approach for Predicting Protein-DNA Binding Residues Using Transformer Encoder-Decoder ArchitectureYi-qiu, Long Cheng, Man Xu, Jing Chen, Hongjie Wu. 241-250 [doi]
• GCEA: Contrastive-Enhanced Autoencoders with Adaptive Completion for Partial Multi-omics Integration in Cancer SubtypingWeiting Yu, Zhimin Li, Cheng Liang. 251-262 [doi]
• GGANet: A Model for the Prediction of MiRNA-Drug Resistance Based on Contrastive Learning and Global AttentionZimai Zhang, Bo-Wei Zhao, Yu-An Huang, Zhu-Hong You, Lun Hu, Xi Zhou, Pengwei Hu. 263-275 [doi]
• Multi-atlas Hypergraph Fusion Based on Brain Regions Overlap Amount for Diagnosis of ASDHuajian Wang, Xiaochen Mu, Tengfei Zhang, Jianan Ning, Yuefeng Ma. 276-286 [doi]
• Multi-input Deep Learning Model for RP Diagnosis Using FVEP and Prior KnowledgeYuguang Chen, Mei Shen, Dongmei Lu, Jun Lin, Jiaoyue Hu, Shiying Li, Zuguo Liu. 287-299 [doi]
• Quantitative Analysis of Lower Limb Alignments for Joint Disease Patient Based on Template RegistrationYibo Liu, Xiankun Zhang. 300-309 [doi]
• Spatial Domain Identifying: Graph Attention Network with Two Different DecodersYi Liu, Quan Zou 0001. 310-320 [doi]
• stMCFN: A Multi-view Contrastive Fusion Method for Spatial Domain Identification in Spatial TranscriptomicsJing Jing, Ying-Lian Gao, Yue Gao, Dao-Hui Ge, Chun-Hou Zheng 0001, Jin-Xing Liu 0001. 321-331 [doi]
• 3D Partial U-Net: A Lightweight ConvNet for Head and Neck Lymph Node SegmentationFei Wu, Hao Chen, Quan Li, Tao Peng 0013. 335-346 [doi]
• A Classification Method for Diabetic Retinopathy Based on Self-supervised LearningFei Long, Haoren Xiong, Jun Sang. 347-357 [doi]
• Attention Fusion Network for Fine-Grained Sleep Apnea Detection Using Respiratory SignalsDi Wu, Yong Fan, Zhenchao Ouyang, Ke Lan, Xiaoli Liu, Hong Liang, Zhengbo Zhang. 358-369 [doi]
• Automatic Seizure Recognition Based on Data Enhancement and 1DCNN-BiLSTM Network Using EEG SignalWenrong Hu, Junliang Shang, Juan Wang 0003, Jin-Xing Liu, Yuxia Wang, Shasha Yuan. 370-379 [doi]
• DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-Cell ClusteringHuifa Li, Jie Fu, Zhili Chen, Xiaomin Yang, Haitao Liu, Xinpeng Ling. 380-392 [doi]
• FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel SegmentationBoyang Li, Haojin Li, Yule Zhang, Heng Li 0010, Jiangyu Chen, Fuhai Pan, Jianwen Chen, Jiang Liu 0001. 393-404 [doi]
• LightSnore-Net: A Lightweight Neural Network for Snoring Detection and Mitigation in Smart PillowsXin Luo, Zijun Mao, Suqing Duan, Xiankun Zhang, Chuanlei Zhang, Haifeng Fan. 405-416 [doi]
• Malaria Cell Images Classification with Deep Ensemble LearningQi Ke, Rong Gao, Wun-She Yap, Yee-Kai Tee, Yan Chai Hum, Yujian Gan. 417-427 [doi]
• Multi-source Unsupervised Domain Adaptation for Medical Image RecognitionYujie Liu, Qicheng Zhang. 428-440 [doi]
• PlantViQ: Disease Recognition Across Varied Environments with Vision Transformer and Quadrangle AttentionShuting Li, Baoyu Chen, Feng Li, Jingmei He, Feiyong He, Yingbiao Hu 0001, Jingjia Chen, Huinian Li. 441-452 [doi]
• Unsupervised Anomaly Detection in Tongue Diagnosis with Semantic Guided Denoising Diffusion ModelsHongbo Huang, Xiaoxu Yan, Longfei Xu, Yaolin Zheng, Linkai Huang. 453-465 [doi]