Author

M. A. Contreras

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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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

D. S. Long· 1 shared W. Bachman· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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1 shared paperBioengineering

D. S. Long

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1 paper

Recent·Most cited

Discrete Protein Metric (DPM): A new image similarity metric to calculate accuracy of deep learning-generated cell focal adhesion predictions

M. A. Contreras, W. Bachman, D. S. Long

This paper introduces the Discrete Protein Metric (DPM) to assess the accuracy of deep learning-generated cell focal adhesion predictions by evaluating distribution, shape/size, and angle differences.

bioRxiv · Dec 10, 2021Bioengineering