Bioinformatics Dash Apps? Visual Exploration of Complex Data Analysis Results

Omics data is complex — including many more features then other data which all have extensive biological annotation. The challenge of analysis has to do with biological intuition, statistical analysis and machine learning that can pick up on complex patterns and associations.

Often, biologists rely on external help to perform the data wrangling and statistical/algorithmic heavy-lifting while focusing on interpretation. Many biologists and bioinformaticians struggle with such dichotomy because the methods, algorithms and biological interpretation are deeply interlinked.

One straightfowrd way to overcome this challenge is to bring data and biology closer together. While this might not seem possible in a full and comprehensive way, interactive dashboards for visual exploration of complex data can definitely help.

I share my insights and examples of dashboards our team at OmicsLogic Inc. developed in my updated article on Medium: https://eliabrodskypine.medium.com/interactive-data-visualization-omics-dd82802c329e

Differential Gene Expression:

Metagenomic Data Analysis:

Single Cell RNA-Seq

Elia Brodsky?is the co-founder and CEO of OmicsLogic Inc. , a big data analysis solutions company focused on bioinformatics. We offer services, solutions and products used by thousands of users from all over the world. We believe that the future of omics data analysis is driven by both artficial intelligence and human experience. THat is why we offer training for anyone around the world through our OmicsLogic - Biology as Data Science portal. Learn more about our team and the work we do:?https://pine-biotech.com/