Author

D. C. Katz

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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Evolutionary Biology· 1 Zoology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Organism:mouse· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

B. Hallgrimsson· 1 shared C. J. Percival· 1 shared J. D. Aponte· 1 shared J. Devine· 1 shared L. D. Lo Vercio· 1 shared N. D. Forkert· 1 shared W. Liu· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEvolutionary Biology

B. Hallgrimsson

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2 papers

Recent·Most cited

A Registration and Deep Learning Approach to Automated Landmark Detection for Geometric Morphometrics

J. Devine, J. D. Aponte, D. C. Katz, W. Liu, L. D. Lo Vercio, N. D. Forkert, C. J. Percival, B. Hallgrimsson

This paper develops a method combining image registration and deep learning to automate landmark detection for geometric morphometrics, showing significant error reduction compared to manual methods.

bioRxiv · Dec 11, 2019Evolutionary Biology

The occasional perils of reflection (across the midline; in geometric morphometrics)

D. C. Katz

The paper tests the impact of midline landmark deviations on mirror-reflected configurations in bilaterally symmetric structures, finding significant distortions and proposing a more accurate approach.

bioRxiv · Sep 16, 2019Zoology