Author

Damien Socia

University of Vermont

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Gary C. AniD· 1 shared Joe Teague· 1 shared Peng JiangiD· 1 shared Robert Chase CockrelliD· 1 shared Scott A. JohnsoniD· 1 shared Stephen F. BadylakiD· 1 shared Yoram Vodovotz BiD· 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 paperBioinformatics

Gary C. AnORCID

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1 paper

Recent·Most cited

Optical Biopsy using a neural network to predict functional state from photos of wounds

Joe Teague, Damien Socia, Gary C. An, Stephen F. Badylak, Scott A. Johnson, Peng Jiang, Yoram Vodovotz B, Robert Chase Cockrell

This paper uses a convolutional Siamese neural network to predict wound functional states from images in a canine model, achieving MAPE between 5% and 50%.

bioRxiv · Sep 26, 2022 · PreprintBioinformatics