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A tutorial on support vector machine-based methods for classification problems in chemometrics
J Luts, F Ojeda, R Van de Plas, B De Moor, S Van Huffel, JAK Suykens
Analytica chimica acta 665 (2), 129-145, 2010
3822010
The human body at cellular resolution: the NIH Human Biomolecular Atlas Program
Caltech-UW TMC Cai Long lcai@ caltech. edu 21 b Shendure Jay 9 Trapnell Cole ...
Nature 574 (7777), 187-192, 2019
3692019
Insulin crystallization depends on zinc transporter ZnT8 expression, but is not required for normal glucose homeostasis in mice
K Lemaire, MA Ravier, A Schraenen, JWM Creemers, R Van de Plas, ...
Proceedings of the National Academy of Sciences 106 (35), 14872-14877, 2009
3472009
Image fusion of mass spectrometry and microscopy: a multimodality paradigm for molecular tissue mapping
R Van de Plas, J Yang, J Spraggins, RM Caprioli
Nature methods 12 (4), 366-372, 2015
2782015
Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry
N Verbeeck, RM Caprioli, R Van de Plas
Mass spectrometry reviews 39 (3), 245-291, 2020
1932020
Tensor versus matrix completion: A comparison with application to spectral data
M Signoretto, R Van de Plas, B De Moor, JAK Suykens
IEEE Signal Processing Letters 18 (7), 403-406, 2011
1872011
High-performance molecular imaging with MALDI trapped ion-mobility time-of-flight (timsTOF) mass spectrometry
JM Spraggins, KV Djambazova, ES Rivera, LG Migas, EK Neumann, ...
Analytical chemistry 91 (22), 14552-14560, 2019
1762019
Non‐small cell lung cancer is characterized by dramatic changes in phospholipid profiles
E Marien, M Meister, T Muley, S Fieuws, S Bordel, R Derua, J Spraggins, ...
International Journal of Cancer 137 (7), 1539-1548, 2015
1752015
Combined mRNA microarray and proteomic analysis of eutopic endometrium of women with and without endometriosis
A Fassbender, N Verbeeck, D Börnigen, CM Kyama, A Bokor, ...
Human Reproduction 27 (7), 2020-2029, 2012
1012012
Advanced registration and analysis of MALDI imaging mass spectrometry measurements through autofluorescence microscopy
NH Patterson, M Tuck, R Van de Plas, RM Caprioli
Analytical chemistry 90 (21), 12395-12403, 2018
912018
Resolving the complexity of spatial lipidomics using MALDI TIMS imaging mass spectrometry
KV Djambazova, DR Klein, LG Migas, EK Neumann, ES Rivera, ...
Analytical Chemistry 92 (19), 13290-13297, 2020
862020
Prospective exploration of biochemical tissue composition via imaging mass spectrometry guided by principal component analysis
R Van de Plas, F Ojeda, M Dewil, L Van Den Bosch, B De Moor, ...
Biocomputing 2007, 458-469, 2007
732007
Integrated molecular imaging reveals tissue heterogeneity driving host-pathogen interactions
JE Cassat, JL Moore, KJ Wilson, Z Stark, BM Prentice, R Van de Plas, ...
Science translational medicine 10 (432), eaan6361, 2018
672018
Evaluation of endometrial biomarkers for semi-invasive diagnosis of endometriosis
CM Kyama, A Mihalyi, O Gevaert, E Waelkens, P Simsa, R Van de Plas, ...
Fertility and sterility 95 (4), 1338-1343. e3, 2011
662011
Phospholipid profiling identifies acyl chain elongation as a ubiquitous trait and potential target for the treatment of lung squamous cell carcinoma
E Marien, M Meister, T Muley, TG Del Pulgar, R Derua, JM Spraggins, ...
Oncotarget 7 (11), 12582, 2016
652016
Proteomics analysis of plasma for early diagnosis of endometriosis
A Fassbender, E Waelkens, N Verbeeck, CM Kyama, A Bokor, ...
Obstetrics & Gynecology 119 (2 Part 1), 276-285, 2012
622012
Spatial metabolomics of the human kidney using MALDI trapped ion mobility imaging mass spectrometry
EK Neumann, LG Migas, JL Allen, RM Caprioli, R Van de Plas, ...
Analytical Chemistry 92 (19), 13084-13091, 2020
592020
Next generation histology-directed imaging mass spectrometry driven by autofluorescence microscopy
NH Patterson, M Tuck, A Lewis, A Kaushansky, JL Norris, R Van de Plas, ...
Analytical chemistry 90 (21), 12404-12413, 2018
562018
Enhanced Ion Transmission Efficiency up to m/z 24 000 for MALDI Protein Imaging Mass Spectrometry
BM Prentice, DJ Ryan, R Van de Plas, RM Caprioli, JM Spraggins
Analytical chemistry 90 (8), 5090-5099, 2018
502018
Connecting imaging mass spectrometry and magnetic resonance imaging-based anatomical atlases for automated anatomical interpretation and differential analysis
N Verbeeck, JM Spraggins, MJM Murphy, H Wang, AY Deutch, ...
Biochimica et Biophysica Acta (BBA)-Proteins and Proteomics 1865 (7), 967-977, 2017
502017
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Articles 1–20