Author

Daniil Todoryshyn

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Ihor KoleieviD· 1 shared Mykola MelnychenkoiD· 1 shared Nazar ShevchukiD· 1 shared Oleksiy Nyporko· 1 shared Roman StratiichukiD· 1 shared Semen O. YesylevskyyiD· 1 shared Sergiy A. StarosylaiD· 1 shared Vladyslav HusakiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBiophysics

Ihor KoleievORCID

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1 paper

Recent·Most cited

Critical Assessment of ML models for ADMET Prediction in TDC leaderboards

Ihor Koleiev, Roman Stratiichuk, Nazar Shevchuk, Mykola Melnychenko, Oleksiy Nyporko, Daniil Todoryshyn, Vladyslav Husak, Sergiy A. Starosyla, Semen O. Yesylevskyy, Алан Нафієв

The paper evaluates ADMET prediction models on TDC leaderboards, finding most top models lack reproducibility and exhibit data leakage, with only three methods passing rigorous checks.

bioRxiv · Feb 28, 2026 · PreprintBiophysics