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A tutorial on support vector machine-based methods for classification problems in chemometrics

Analytica chimica acta, 2010-04, Vol.665 (2), p.129-145

2010

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Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry

Mass spectrometry reviews, 2020-05, Vol.39 (3), p.245-291

2020

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Advanced Registration and Analysis of MALDI Imaging Mass Spectrometry Measurements through Autofluorescence Microscopy

Analytical chemistry (Washington), 2018-11, Vol.90 (21), p.12395-12403

2018

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Image fusion of mass spectrometry and microscopy: a multimodality paradigm for molecular tissue mapping

Nature methods, 2015-04, Vol.12 (4), p.366-372

2015

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Imaging mass spectrometry reveals complex lipid distributions across Staphylococcus aureus biofilm layers

Journal of mass spectrometry and advances in the clinical lab, 2022-11, Vol.26, p.36-46

2022

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The human body at cellular resolution: the NIH Human Biomolecular Atlas Program

Nature (London), 2019-10, Vol.574 (7777), p.187-192

2019

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Spatial Metabolomics of the Human Kidney using MALDI Trapped Ion Mobility Imaging Mass Spectrometry

Analytical chemistry (Washington), 2020-10, Vol.92 (19), p.13084-13091

2020

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Protocol for multimodal analysis of human kidney tissue by imaging mass spectrometry and CODEX multiplexed immunofluorescence

STAR protocols, 2021-09, Vol.2 (3), p.100747-100747, Article 100747

2021

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Non‐small cell lung cancer is characterized by dramatic changes in phospholipid profiles

International journal of cancer, 2015-10, Vol.137 (7), p.1539-1548

2015

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Automated biomarker candidate discovery in imaging mass spectrometry data through spatially localized Shapley additive explanations

Analytica chimica acta, 2021-09, Vol.1177, p.338522-338522, Article 338522

2021

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Enhanced Ion Transmission Efficiency up to m/z 24 000 for MALDI Protein Imaging Mass Spectrometry

Analytical chemistry (Washington), 2018-04, Vol.90 (8), p.5090-5099

2018

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Automated Anatomical Interpretation of Ion Distributions in Tissue: Linking Imaging Mass Spectrometry to Curated Atlases

Analytical chemistry (Washington), 2014-09, Vol.86 (18), p.8974-8982

2014

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Phospholipid profiling identifies acyl chain elongation as a ubiquitous trait and potential target for the treatment of lung squamous cell carcinoma

Oncotarget, 2016-03, Vol.7 (11), p.12582-12597

2016

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Lysolipids are prominent in subretinal drusenoid deposits, a high-risk phenotype in age-related macular degeneration

Frontiers in ophthalmology, 2023, Vol.3

2023

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Evaluation of endometrial biomarkers for semi-invasive diagnosis of endometriosis

Fertility and sterility, 2011-03, Vol.95 (4), p.1338-1343.e3

2011

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Blind Polarization Demultiplexing of Shaped QAM Signals Assisted by Temporal Correlations

Journal of lightwave technology, 2024-01, Vol.42 (2), p.560-571

2024

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High-Performance Molecular Imaging with MALDI Trapped Ion-Mobility Time-of-Flight (timsTOF) Mass Spectrometry

Analytical chemistry (Washington), 2019-11, Vol.91 (22), p.14552-14560

2019

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TRIzol treatment of secretory phase endometrium allows combined proteomic and mRNA microarray analysis of the same sample in women with and without endometriosis

Reproductive biology and endocrinology, 2010-10, Vol.8 (1), p.123-123, Article 123

2010

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Resolving the Complexity of Spatial Lipidomics Using MALDI TIMS Imaging Mass Spectrometry

Analytical chemistry (Washington), 2020-10, Vol.92 (19), p.13290-13297

2020

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Next Generation Histology-Directed Imaging Mass Spectrometry Driven by Autofluorescence Microscopy

Analytical chemistry (Washington), 2018-11, Vol.90 (21), p.12404-12413

2018

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Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data

IEEE signal processing letters, 2011-07, Vol.18 (7), p.403-406

2011

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Discovering New Lipidomic Features Using Cell Type Specific Fluorophore Expression to Provide Spatial and Biological Specificity in a Multimodal Workflow with MALDI Imaging Mass Spectrometry

Analytical chemistry (Washington), 2020-05, Vol.92 (10), p.7079-7086

2020

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Towards automated discrimination of lipids versus peptides from full scan mass spectra

EuPA open proteomics, 2014-09, Vol.4 (C), p.87-100

2014

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The Use of Laser Microdissection and SELDI-TOF MS in Ovarian Cancer Tissue to Identify Protein Profiles

Anticancer research, 2009-04, Vol.29 (4), p.1039-1045

2009

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MALDI TIMS IMS of Disialoganglioside IsomersGD1a and GD1b in Murine Brain Tissue

Analytical chemistry (Washington), 2023-01, Vol.95 (2), p.1176-1183

2023

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A tutorial on support vector machine-based methods for classification problems in chemometrics

Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry

Advanced Registration and Analysis of MALDI Imaging Mass Spectrometry Measurements through Autofluorescence Microscopy

Image fusion of mass spectrometry and microscopy: a multimodality paradigm for molecular tissue mapping

Imaging mass spectrometry reveals complex lipid distributions across Staphylococcus aureus biofilm layers

The human body at cellular resolution: the NIH Human Biomolecular Atlas Program

Spatial Metabolomics of the Human Kidney using MALDI Trapped Ion Mobility Imaging Mass Spectrometry

Protocol for multimodal analysis of human kidney tissue by imaging mass spectrometry and CODEX multiplexed immunofluorescence

Non‐small cell lung cancer is characterized by dramatic changes in phospholipid profiles

Automated biomarker candidate discovery in imaging mass spectrometry data through spatially localized Shapley additive explanations

Enhanced Ion Transmission Efficiency up to m/z 24 000 for MALDI Protein Imaging Mass Spectrometry

Automated Anatomical Interpretation of Ion Distributions in Tissue: Linking Imaging Mass Spectrometry to Curated Atlases

Phospholipid profiling identifies acyl chain elongation as a ubiquitous trait and potential target for the treatment of lung squamous cell carcinoma

Lysolipids are prominent in subretinal drusenoid deposits, a high-risk phenotype in age-related macular degeneration

Evaluation of endometrial biomarkers for semi-invasive diagnosis of endometriosis

Blind Polarization Demultiplexing of Shaped QAM Signals Assisted by Temporal Correlations

High-Performance Molecular Imaging with MALDI Trapped Ion-Mobility Time-of-Flight (timsTOF) Mass Spectrometry

TRIzol treatment of secretory phase endometrium allows combined proteomic and mRNA microarray analysis of the same sample in women with and without endometriosis

Resolving the Complexity of Spatial Lipidomics Using MALDI TIMS Imaging Mass Spectrometry

Next Generation Histology-Directed Imaging Mass Spectrometry Driven by Autofluorescence Microscopy

Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data

Discovering New Lipidomic Features Using Cell Type Specific Fluorophore Expression to Provide Spatial and Biological Specificity in a Multimodal Workflow with MALDI Imaging Mass Spectrometry

Towards automated discrimination of lipids versus peptides from full scan mass spectra

The Use of Laser Microdissection and SELDI-TOF MS in Ovarian Cancer Tissue to Identify Protein Profiles

MALDI TIMS IMS of Disialoganglioside IsomersGD1a and GD1b in Murine Brain Tissue

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