Author

Kristóf Z. Szalay

ORCID 0000-0001-7876-3516Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Bence SzalaiiD· 2 shared Gerold Csendes· 1 shared Imre GáspáriD· 1 shared László Mérő· 1 shared Milán Sztilkovics· 1 shared Valér Kaszás· 1 shared

Activity by Year

2023-2024 · peak 1/yr

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6 top collaborators · 11 mutual co-author links

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2 shared papersSystems Biology

Bence SzalaiORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintSep 30, 2024

Benchmarking a foundational cell model for post-perturbation RNAseq prediction

Gerold Csendes, Kristóf Z. Szalay, Bence Szalai

This study benchmarks a foundational cell model for predicting post-perturbation RNAseq data and finds simpler models outperform it.

7 citations

bulk RNA-seqbenchmark study

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Systems BiologybioRxivPreprintOct 2, 2023

The EFFECT benchmark suite: measuring cancer sensitivity prediction performance - without the bias

Bence Szalai, Imre Gáspár, Valér Kaszás…·Kristóf Z. Szalay

The paper introduces the EFFECT benchmark suite to evaluate cancer sensitivity prediction models by addressing data biases and improving benchmarking accuracy.

5 citations

humanbulk RNA-seq

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