Egor Vorontsov – Medium

Egor Vorontsov
in
Towards Data Science

Running Faster than Ever Before

How does Python 3.11 perform in comparison with Python 3.10 and Julia 1.7?

6 min readJun 23, 2022

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Running Faster than Ever Before

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Egor Vorontsov
in
Towards Data Science

Embrace R to Boost Your Proteomic Analysis

A journey of a thousand datasets begins with one R script

9 min readDec 9, 2021

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Embrace R to Boost Your Proteomic Analysis

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Egor Vorontsov
in
Towards Data Science

Be a Proteomic Detective with Python

Inspecting the quality of isobaric labeling proteomics results in a Jupyter notebook

5 min readJul 8, 2021

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Be a Proteomic Detective with Python

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Egor Vorontsov
in
Towards Data Science

Interactive Mass Spectra with Bokeh

Creating dynamic and informative visualizations using Python

4 min readMay 6, 2021

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Interactive Mass Spectra with Bokeh

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Egor Vorontsov
in
Towards Data Science

Correlation in Isobaric Labeling Proteomics

How does the essential statistical measure behave in isobaric labeling mass spectrometry-based proteomics?

10 min readApr 12, 2021

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Correlation in Isobaric Labeling Proteomics

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Egor Vorontsov

Missing With(out) a Trace

A primer on missing values in quantitative mass spectrometry-based proteomics

11 min readMar 29, 2021

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Missing With(out) a Trace

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Egor Vorontsov
in
Towards Data Science

Integrating Omics using UMAP and Clustering

Joint unsupervised exploration of proteomic and transcriptomic data via dimension reduction and clustering using Python

9 min readFeb 14, 2021

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Scatter plot of the two-dimensional UMAP embedding with subsequent density-based clustering of the joint data set

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Egor Vorontsov

Egor Vorontsov

Answering biological questions with data. I am posting on this platform for educational purposes, sharing tips and receiving feedback.

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