Author

Li-Jia-Yu Deng

Australian National UniversityORCID 0009-0005-8538-3710Unclaimed ORCID profile · follow to get notified of new preprints

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Developmental Biology· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Research Focus:perturbation response prediction· 1 Research Focus:trajectory inference· 1 Approach:transformer / foundation model· 1 Organism:zebrafish· 1

Frequent Co-Authors

Luo-Tong Xie· 1 shared Pei-Ran Lin· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperDevelopmental Biology

Luo-Tong Xie

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1 paper

Recent·Most cited

Developmental BiologyArtificial Intelligence in the Life SciencesPeer-reviewedApr 12, 2026

EmbryoTempoFormer: clip-based developmental tempo inference from zebrafish brightfield time-lapse microscopy

Li-Jia-Yu Deng, Pei-Ran Lin, Luo-Tong Xie

This paper introduces EmbryoTempoFormer, a model that infers developmental tempo from zebrafish time-lapse microscopy, showing that temperature changes alter developmental progression through tempo rather than time offset.

DOI 10.1016/j.ailsci.2026.100170

zebrafishimaging

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