Advanced Dimensionality Reduction for Imaging Mass Spectrometry of Human Eye Tissue through Low-Rank Modeling with Sparse and Dense Residuals.

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Bibliographic Details
Title: Advanced Dimensionality Reduction for Imaging Mass Spectrometry of Human Eye Tissue through Low-Rank Modeling with Sparse and Dense Residuals.
Authors: Moens RAR; Delft Center for Systems and Control, Delft University of Technology, Delft 2628 CD, The Netherlands., Migas LG; Delft Center for Systems and Control, Delft University of Technology, Delft 2628 CD, The Netherlands., Anderson DMG; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee 37232, United States.; Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee 37232, United States., Messinger JD; Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States., Ovchinnikova OS; Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States.; Department of Materials Science and Engineering, University of Tennessee, Knoxville, Tennessee 37996, United States., Caprioli RM; Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Biochemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Medicine, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Pharmacology, Vanderbilt University, Nashville, Tennessee 37232, United States., Curcio CA; Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States., Schey KL; Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Biochemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Ophthalmology and Visual Sciences, Vanderbilt University, Nashville, Tennessee 37232, United States., Spraggins JM; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee 37232, United States.; Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Biochemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States., Van de Plas R; Delft Center for Systems and Control, Delft University of Technology, Delft 2628 CD, The Netherlands.; Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee 37232, United States.; Department of Biochemistry, Vanderbilt University, Nashville, Tennessee 37232, United States.
Source: Analytical chemistry [Anal Chem] 2025 Oct 28; Vol. 97 (42), pp. 23040-23049. Date of Electronic Publication: 2025 Oct 13.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0370536 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6882 (Electronic) Linking ISSN: 00032700 NLM ISO Abbreviation: Anal Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1520-6882
DOI:10.1021/acs.analchem.4c06368