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


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

Prof. Ka-Chun Wong
Department of Computer Science, City University of Hong Kong

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.

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
Please submit your manuscript to online submission system

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

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