Author

John Moraros

University of Liverpool

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

Biology Disciplines

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Bioinformatics· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:electronic health records· 1 Assay:field survey / ecological data· 1 Organism:human· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

S Q WangiD· 1 shared Shuihua WangiD· 1 shared Xin‐Lei GuoiD· 1 shared Yiming Huang· 1 shared Ziyuan YiniD· 1 shared Ziyue Hong· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperEcology

S Q WangORCID

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2 papers

Recent·Most cited

Patterns and correlates of invasive alien plant richness in China's abandoned croplands

Xin‐Lei Guo, S Q Wang, Yiming Huang, Ziyue Hong, John Moraros

The paper analyzes patterns of invasive alien plant richness in China's abandoned croplands using literature-derived data and identifies socio-economic and environmental correlates.

bioRxiv · Jul 25, 2026 · PreprintEcology

Pre-trained Vision Transformers for Seizure Prediction: A Reproducible Baseline with Event-Based Evaluation and Statistical Validation

Ziyuan Yin, John Moraros, Shuihua Wang

This paper evaluates pre-trained vision transformers for seizure prediction using a reproducible benchmark, achieving improved performance with lower false alarms and higher partial AUC.

bioRxiv · Mar 14, 2026 · PreprintBioinformatics