Ivan Golovkin

2PUBLICATIONS
8CO-AUTHORS
Neural networksMicrobial genetics
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Publications (2)

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|Dec 30, 2025
Two-Stage Probability-Enhanced Regression on Property Matrices and LLM Embeddings Enables State-of-the-Art Prediction of Gene Knockdown by Modified siRNAs.

Ivan Golovkin, Denis Shatkovskii, Nikita Serov

|Aug 28, 2025
Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration.

Margarita V Neklesova, Karine S Sogomonyan, Ivan A Golovkin

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Frequent Collaborators

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Margarita V Neklesova

1 joint publications

Karine S Sogomonyan

1 joint publications

Nikolay I Shirokiy

1 joint publications

Sofia O Vershinina

1 joint publications

Sofia A Tsvetikova

1 joint publications

Julia E Korzhova

1 joint publications

Mariya N Zakharova

1 joint publications

Elena V Gnedovskaya

Frequent Collaborators

1 joint publications

Margarita V Neklesova

1 joint publications

Karine S Sogomonyan

1 joint publications

Nikolay I Shirokiy

1 joint publications

Sofia O Vershinina

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