Vladimir Shitov
@shitovhappens.bsky.social
Computational biologist, data scientist, PhD candidate @ Lücken lab, Helmholtz Munich
May 9, 2025 at 3:46 PM
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
🧵 1/10
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 ...
nature.com
February 19, 2025 at 6:49 PM
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
🧵 1/10
Reposted by Vladimir Shitov
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...
👉🏻 www.nature.com/articles/s41...
February 19, 2025 at 10:56 AM
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...
👉🏻 www.nature.com/articles/s41...
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
#PhD #jobs
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...
www.respire-excel.eu
January 29, 2025 at 5:49 PM
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
#PhD #jobs
