Author

K. Najafian

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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Plant Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

A. Ghanbari· 1 shared F. Maleki· 1 shared G. H. Shirdel· 1 shared I. Stavness· 1 shared L. Jin· 1 shared M. Eramian· 1 shared M. S. Kish· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

A. Ghanbari

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1 paper

Recent·Most cited

Semi-Self-Supervised Learning for Semantic Segmentation in Images with Dense Patterns

K. Najafian, A. Ghanbari, M. S. Kish, M. Eramian, G. H. Shirdel, I. Stavness, L. Jin, F. Maleki

The paper proposes a semi-self-supervised learning method for wheat head segmentation using minimal manual annotations and achieves high Dice scores on both internal and external datasets.

bioRxiv · Aug 9, 2022Plant Biology