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Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
作者:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
收藏  |  浏览/下载：233/0  |  提交时间：2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 5, 页码: 23
作者:  Rahman, Md Habibur;  Rana, Humayan Kabir;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Quinn, Julian M. W.;  Moni, Mohammad Ali
收藏  |  浏览/下载：198/0  |  提交时间：2021/12/28
bioinformatics  machine learning  central nervous system disorders  glioblastoma  comorbidity  pathway  ontology  proteins  survival analysis  
Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 卷号: 138, 页码: 23
作者:  Rahman, Md Habibur;  Rana, Humayan Kabir;  Peng, Silong;  Kibria, Md Golam;  Islam, Md Zahidul;  Mahmud, S. M. Hasan;  Moni, Mohammad Ali
收藏  |  浏览/下载：174/0  |  提交时间：2021/12/28
Bioinformatics  Transcriptomic analysis  COVID-19  Neurological diseases  Pathways  Ontology  Proteins  Semantic similarity