Author

Katya Giannios

Micron (United States)

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

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Abhishek ChaurasiaiD· 1 shared Bambi DeLaRosaiD· 1 shared Cecilia BuenoiD· 1 shared Guillaume ThibaultiD· 1 shared Jessica L. RiestereriD· 1 shared Joe W. GrayiD· 1 shared Lucas PaganoiD· 1 shared Terence P. LoiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioengineering

Abhishek ChaurasiaORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintNov 27, 2023

Towards Generalizability and Robustness in Biological Object Detection in Electron Microscopy Images

Katya Giannios, Abhishek Chaurasia, Cecilia Bueno…·Bambi DeLaRosa

This study improves model generalizability in biological object detection using electron microscopy images through normalization and augmentation techniques, achieving a 29% average precision boost.

DOI 10.1101/2023.11.27.568889

imagingelectronic health records

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