Publications by authors named "Matthew K Matlock"

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Deep Learning Coordinate-Free Quantum Chemistry.
Matthew K Matlock, Max Hoffman, Na Le Dang, Dakota L Folmsbee, Luke A Langkamp

J Phys Chem A· October 2021

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'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism.
Arghya Datta, Matthew K Matlock, Na Le Dang, Thiago Moulin, Keith F Woeltje

IEEE J Biomed Health Inform· June 2021

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Site-Level Bioactivity of Small-Molecules from Deep-Learned Representations of Quantum Chemistry.
Kathryn Sarullo, Matthew K Matlock, S Joshua Swamidass

J Phys Chem A· November 2020

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Deep learning quantification of percent steatosis in donor liver biopsy frozen sections.
Lulu Sun, Jon N Marsh, Matthew K Matlock, Ling Chen, Joseph P Gaut

EBioMedicine· October 2020

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The Metabolic Rainbow: Deep Learning Phase I Metabolism in Five Colors.
Na Le Dang, Matthew K Matlock, Tyler B Hughes, S Joshua Swamidass

J Chem Inf Model· March 2020

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A Time-Embedding Network Models the Ontogeny of 23 Hepatic Drug Metabolizing Enzymes.
Matthew K Matlock, Abhik Tambe, Jack Elliott-Higgins, Ronald N Hines, Grover P Miller

Chem Res Toxicol· August 2019

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Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections.
Jon N Marsh, Matthew K Matlock, Satoru Kudose, Ta-Chiang Liu, Thaddeus S Stappenbeck

IEEE Trans Med Imaging· December 2018

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Modeling Small-Molecule Reactivity Identifies Promiscuous Bioactive Compounds.
Matthew K Matlock, Tyler B Hughes, Jayme L Dahlin, S Joshua Swamidass

J Chem Inf Model· August 2018

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Learning a Local-Variable Model of Aromatic and Conjugated Systems.
Matthew K Matlock, Na Le Dang, S Joshua Swamidass

ACS Cent Sci· January 2018

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XenoSite server: a web-available site of metabolism prediction tool.
Matthew K Matlock, Tyler B Hughes, S Joshua Swamidass

Bioinformatics· April 2015

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ProteomeScout: a repository and analysis resource for post-translational modifications and proteins.
Matthew K Matlock, Alex S Holehouse, Kristen M Naegle

Nucleic Acids Res· January 2015

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