Author

Mohammad Esmaeilzadeh

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Biology Disciplines

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Plant Biology· 1

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Organism:Arabidopsis· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Justin O. Borevitz· 1 shared Mohammad Najafi· 1 shared Sarah Taghavi Namin· 1 shared Tim B. Brown· 1 shared

Activity by Year

2017-2017 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPlant Biology

Justin O. Borevitz

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1 paper

Recent·Most cited

Deep Phenotyping: Deep Learning For Temporal Phenotype/Genotype Classification

Sarah Taghavi Namin, Mohammad Esmaeilzadeh, Mohammad Najafi, Tim B. Brown, Justin O. Borevitz

The paper proposes a CNN-LSTM framework for plant genotype classification using temporal phenotyping data and demonstrates its effectiveness over traditional methods.

bioRxiv · May 4, 2017 · PreprintPlant Biology