Vladimir Shitov
@shitovhappens.bsky.social
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Computational biologist, data scientist, PhD candidate @ Lücken lab, Helmholtz Munich
No matter how much you love what you do, this one thing gives you a 10x energy boost
#phd
5 months ago
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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...
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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 ...
https://nature.com/articles/s41556-025-01619-8
7 months ago
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reposted by
Vladimir Shitov
7 months ago
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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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
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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...
https://www.respire-excel.eu/vacancies
8 months ago
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Only the avatar, master of all elements, could understand the biology in all its complexity
#science
#comics
#biology
8 months ago
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