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CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 4, 页码: 521-533
作者:  Cao, Kun;  Cui, Yangguang;  Li, Liying;  Zhou, Junlong;  Hu, Shiyan
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Electronic healthcare  Quality of service  Graphics processing units  Central Processing Unit  Reliability  Machine learning  Estimation  CPU-GPU MPSoCs  machine learning  lifetime reliability  personalized digital healthcare  swarm intelligence  
PPRTGI: A Personalized PageRank Graph Neural Network for TF-Target Gene Interaction Detection 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 3, 页码: 480-491
作者:  Ma, Ke;  Li, Jiawei;  Zhao, Mengyuan;  Zamit, Ibrahim;  Lin, Bin;  Guo, Fei;  Tang, Jijun
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
DNA  Proteins  Organisms  Biology  Proteomics  Gene expression  Feature extraction  Transcription factor  TF-target gene interactions  DNA sequence  graph neural network  personalized PageRank  
SASA-Net: A Spatial-Aware Self-Attention Mechanism for Building Protein 3D Structure Directly From Inter- Residue Distances 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3482-3488
作者:  Gong, Tiansu;  Ju, Fusong;  Sun, Shiwei;  Bu, Dongbo
收藏  |  浏览/下载：34/0  |  提交时间：2024/05/20
Deep learning  protein structure prediction  
TransSurv: Transformer-Based Survival Analysis Model Integrating Histopathological Images and Genomic Data for Colorectal Cancer 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3411-3420
作者:  Lv, Zhilong;  Lin, Yuexiao;  Yan, Rui;  Wang, Ying;  Zhang, Fa
收藏  |  浏览/下载：42/0  |  提交时间：2024/05/20
Cancer  Genomics  Bioinformatics  Transformers  Tumors  Feature extraction  Prognostics and health management  Survival analysis  multi-modal learning  transformer  histopathological slides  genomic data  
Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 卷号: 19, 期号: 1, 页码: 209-219
作者:  Gao, Shan;  Han, Renmin;  Zeng, Xiangrui;  Liu, Zhiyong;  Xu, Min;  Zhang, Fa
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Cryo-electron tomography  image classification  convolution neural network  
Improve the Resolution and Parallel Performance of the Three-Dimensional Refine Algorithm in RELION Using CUDA and MPI 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 2, 页码: 583-595
作者:  Zhang, Jingrong;  Wang, Zihao;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01
Memory management  Graphics processing units  Arrays  Statistical analysis  Three-dimensional displays  cryoEM  RELION  CUDA  statistical method  Top-k selection  
A Two-Phase Improved Correlation Method for Automatic Particle Selection in Cryo-EM 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2017, 卷号: 14, 期号: 2, 页码: 316-325
作者:  Zhang, Fa;  Chen, Yu;  Ren, Fei;  Wang, Xuan;  Liu, Zhiyong;  Wan, Xiaohua
收藏  |  浏览/下载：63/0  |  提交时间：2019/12/12
Particle selection  feature-based  template-matching  rotation-invariant feature  correlation score functions  
Predicting molecular formulas of fragment ions with isotope patterns in tandem mass spectra 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2005, 卷号: 2, 期号: 3, 页码: 217-230
作者:  Zhang, JF;  Gao, W;  Cai, JJ;  He, SM;  Zeng, R;  Chen, RS
收藏  |  浏览/下载：43/0  |  提交时间：2019/12/16
isotope patterns  peptide sequencing  tandem mass spectra