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

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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

BioinformaticsbioRxivPreprintSep 26, 2022

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

Joe Teague, Damien Socia, Gary C. An…·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%.

DOI 10.1101/2022.09.26.509543

imagingdeep learning

𝕏 PostBluesky