Author

Scott A. Johnson

University of PittsburghORCID 0000-0002-0164-6802Unclaimed ORCID profile · follow to get notified of new preprints

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

Damien Socia· 1 shared Gary C. AniD· 1 shared Joe Teague· 1 shared Peng JiangiD· 1 shared Robert Chase CockrelliD· 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

Damien Socia

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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