Author

Joseph Illuminati

University of Pennsylvania

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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Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Junhyong KimiD· 1 shared Sarah A. MiddletoniD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Junhyong KimORCID

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1 paper

Recent·Most cited

Complete fold annotation of the human proteome using a novel structural feature space

Sarah A. Middleton, Joseph Illuminati, Junhyong Kim

The paper introduces a machine learning method for accurate protein fold recognition, achieving over 96% accuracy and predicting folds for 34,330 human protein domains.

Scientific Reports · Apr 13, 2017Peer-reviewedBioinformatics