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Vladimir Shitov

@shitovhappens.bsky.social
71 followers 305 following 32 posts

Computational biologist, data scientist, PhD candidate @ Lücken lab, Helmholtz Munich

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Vladimir Shitov @shitovhappens.bsky.social · 26/02/2026
How to learn gene regulation patterns from multimodal single-cell data? To answer this question, we at OpenProblems organised the Kaggle competition on modality prediction. It ran back in 2022 but still remains the world's largest competition in the single-cell field. 1/17
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Vladimir Shitov @shitovhappens.bsky.social · 09/05/2025
No matter how much you love what you do, this one thing gives you a 10x energy boost #phd
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Vladimir Shitov @shitovhappens.bsky.social · 19/02/2025
When applying machine learning to human health data, it is not enough to just improve a metric by another percent. We have to go deeper. In our perspective in Nature Cell Biology, we discuss caveats and biases of human single-cell data analysis: nature.com/articles/s41... 🧵 1/10
nature.com
Biases in machine-learning models of human single-cell data - Nature Cell Biology
This Perspective discusses the various biases that can emerge along the pipeline of machine learning-based single-cell analysis and presents methods to train models on human single-cell data in order ...
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Reposted by Vladimir Shitov
theresawillem.bsky.social @theresawillem.bsky.social · 19/02/2025
How do biases affect machine-learning models of human single-cell data? And what can we do about it? In our new Perspective article, "Biases in machine-learning models of human single-cell data," published in Nature Cell Biology, we explore these pressing questions. 👉🏻 www.nature.com/articles/s41...
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Vladimir Shitov @shitovhappens.bsky.social · 29/01/2025
15 open PhD positions, including the one in our lab. The direction is precision medicine in COPD and Asthma using single-cell genomics and machine learning. Travelling across Europe and to Australia is included! www.respire-excel.eu/vacancies #PhD #jobs
respire-excel.eu
VACANCIES | RESPIRE-EXCEL
"Join RESPIRE-EXCEL to revolutionize asthma and COPD treatment with precision medicine. We seek 15 PhD students for research and internships across Europe and the UK. Gain interdisciplinary skills and...
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Vladimir Shitov @shitovhappens.bsky.social · 29/01/2025
Only the avatar, master of all elements, could understand the biology in all its complexity #science #comics #biology
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