Author

F. Houghton

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

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

C. C. Earl· 1 shared C. Harris-Adamson· 1 shared C. J. Goergen· 1 shared D. Yu· 1 shared E. Ghajar-Rahimi· 1 shared G. D. O'Connell· 1 shared I. Dogra· 1 shared R. D. Huff· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioengineering

C. C. Earl

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Author profile →

1 paper

Recent·Most cited

Deep learning enables accurate soft tissue deformation estimation in vivo

R. D. Huff, F. Houghton, C. C. Earl, E. Ghajar-Rahimi, I. Dogra, D. Yu, C. Harris-Adamson, C. J. Goergen, G. D. O'Connell

This paper introduces StrainNet, a deep learning model that accurately estimates in vivo tissue deformation, outperforming traditional methods by nearly 90%.

bioRxiv · Sep 4, 2023 · PreprintBioengineering