posted by organizer: sxzhang || 4708 views || tracked by 3 users: [display]

MBE 2022 : Special Issue: Computational methods and biomedical application for single-cell omics data analysis

FacebookTwitterLinkedInGoogle

Link: https://www.aimspress.com/mbe/article/6166/special-articles
 
When Feb 18, 2022 - Aug 31, 2022
Where Mathematical Biosciences and Engineering
Submission Deadline Aug 31, 2022
Categories    bioinformatics   single cell omics analysis   deep learning   machine learning
 

Call For Papers

Guest Editors
Prof. Shixiong Zhang
School of Computer Science and Technology, Xidian University
Email: zhangsx@xidian.edu.cn



Prof. Ka-Chun Wong
Department of Computer Science, City University of Hong Kong
Email: kc.w@cityu.edu.hk

Manuscript Topics



Fast-developing single-cell sequencing technology enables us to address the biological complexity and heterogeneity at a single-cell resolution, and to obtain the measurements of multiple modalities, such as RNA expression, chromatin accessibility, protein abundance, and spatial information, from the same cell. Those advances enable to comprehensively understand the whole process of how genes affect individual traits by affecting cell subtype at a single-cell resolution, which is of great significance for biomedical application and precision medicine. However, those high-dimensional, heterogeneous, and sparse data also present challenges to the development of computational methods and bioinformatics analysis for biomedical applications.



Therefore, we have initiated such a special issue on the computational methods and biomedical application for single-cell omics data analysis in the hope that researchers can gather their works together for the development of bioinformatics in the era of single-cell sequencing.



Keywords
Bioinformatics, Computational Biology, Single-Cell Transcriptomics/Epigenomics/Proteomics Analysis, Spatial Transcriptomics/Epigenomics Analysis, Multi-Omics Data Integration, Disease Diagnose, Precision Medicine, Machine Learning, Deep Learning, Computational Intelligence



Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission
All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 August 2022

Related Resources

NAACL 2025   North American Chapter of the Association for Computational Linguistics
Ei/Scopus-CCNML 2025   2025 5th International Conference on Communications, Networking and Machine Learning (CCNML 2025)
AIAT 2025   2025 5th International Conference on Artificial Intelligence and Application Technologies (AIAT 2025)
Ei/Scopus-SGGEA 2025   2025 2nd Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2025)
EMNLP 2025   Empirical Methods in Natural Language Processing
AAIML 2026   IEEE--2026 International Conference on Advances in Artificial Intelligence and Machine Learning
BIBE 2025   The 25th IEEE International Conference on Bioinformatics and Bioengineering
CIFEr 2026   IEEE Computational Intelligence in Financial Engineering and Economics
IEEE-ACAI 2025   2025 IEEE 8th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2025)
WMDQS 2025   1st Workshop on Multilingual Data Quality Signals at COLM 2025