Parsing 20 Years of Public Data by AI Maps Trends in Proteomics and Forecasts Technology.

Green, Josiah J; Grimm, Chase; Fristo, Andre; Byrum, Joseph; Kelleher, Neil L

Green, Josiah J; Grimm, Chase; Fristo, Andre; Byrum, Joseph; Kelleher, Neil L.

Affiliation

Green JJ; Consilience, Inc., 36 Muzzey Street, Lexington, Massachusetts 02421, United States.
Grimm C; Consilience, Inc., 36 Muzzey Street, Lexington, Massachusetts 02421, United States.
Fristo A; Consilience, Inc., 36 Muzzey Street, Lexington, Massachusetts 02421, United States.
Byrum J; Consilience, Inc., 36 Muzzey Street, Lexington, Massachusetts 02421, United States.
Kelleher NL; Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, and the Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States.

J Proteome Res ; 23(2): 523-531, 2024 02 02.

Article in En | MEDLINE | ID: mdl-38096378

Subject(s)

Artificial Intelligence; Proteomics; Proteomics/methods; Phylogeny; Proteome/metabolism; Technology

Key words

artificial intelligence; chemical proteomics; consilience (convergent evidence); data mining; genomics; literature trends; natural language processing; prediction; proteins; proteoforms; proteomics; single molecule protein sequencing; single-cell biology; spatial biology; structural proteomics

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