Marinka Zitnik

Fusing bits and DNA

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Submit to Frontiers in Genetics: Single-Cell Data Analytics

I am thrilled about an opportunity to co-edit a research topic on single-cell data analytics, resources, challenges and perspectives for Frontiers in Genetics!

With this research topic, we aim to provide a broad coverage of single-cell data analytic studies.

We encourage contributions in the form of original research articles, short communications, reviews, and perspectives, addressing the major needs and challenges in the single-cell data analytics including (but not limited to): statistical models, algorithms, and software packages to analyze single-cell data; visualization tools for interpreting single-cell data; methods to relate single-cell data with disease classification and prognosis; methods and tools to discover spatial/temporal organization of tissues at a single-cell level; models of cell-cell communication; scalable mathematical and computer-science approaches for analysis of mega-scale single-cell data; methods for combining mixed platform data, noise filtering, and robust normalization.

You are cordially invited to submit your research to the Frontiers in Genetics' single-cell data analytics research topic.