Author

Otilia Pasculescu

Western University

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Assay:GWAS summary statistics· 1 Organism:plant (other)· 1 Approach:statistical model· 1

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Amir MorshedianiD· 1 shared Michael DomaratzkiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Amir MorshedianORCID

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1 paper

Recent·Most cited

Learning Environment-Associated Marker Rankings with Attention-Based Graph Neural Networks

Amir Morshedian, Otilia Pasculescu, Michael Domaratzki

This paper introduces a graph neural network to estimate environment-associated marker rankings from crop trial data and evaluates its performance on maize datasets.

bioRxiv · Sep 25, 2026 · PreprintBioinformatics