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 | 205 | 2020 |
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 | 105 | 2012 |
Evaluation of distance metrics and spatial autocorrelation in uniform manifold approximation and projection applied to mass spectrometry imaging data T Smets, N Verbeeck, M Claesen, A Asperger, G Griffioen, T Tousseyn, ... Analytical chemistry 91 (9), 5706-5714, 2019 | 89 | 2019 |
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 | 63 | 2012 |
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 | 50 | 2017 |
Automated anatomical interpretation of ion distributions in tissue: linking imaging mass spectrometry to curated atlases N Verbeeck, J Yang, B De Moor, RM Caprioli, E Waelkens, R Van de Plas Analytical chemistry 86 (18), 8974-8982, 2014 | 41 | 2014 |
Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning W Zhang, M Claesen, T Moerman, MR Groseclose, E Waelkens, ... Analytical and bioanalytical chemistry 413, 2803-2819, 2021 | 31 | 2021 |
Diagnosis of melanoma by imaging mass spectrometry: Development and validation of a melanoma prediction model RN Al‐Rohil, JL Moore, NH Patterson, S Nicholson, N Verbeeck, ... Journal of cutaneous pathology 48 (12), 1455-1462, 2021 | 9 | 2021 |
Wang H. dong; Deutch AY; Caprioli RM; Van de Plas R Connecting Imaging Mass Spectrometry and Magnetic Resonance Imaging-Based Anatomical Atlases for Automated Anatomical … N Verbeeck, JM Spraggins, MJM Murphy Biochim. Biophys. Acta-Proteins Proteomics, 967-977, 1865 | 8 | 1865 |
System for interpretation of image patterns in terms of anatomical or curated patterns RM Caprioli, B De Moor, R Van De Plas, N Verbeeck, E Waelkens US Patent 10,540,536, 2020 | 5 | 2020 |
Datamining of imaging mass spectrometry data for biomedical tissue exploration N Verbeeck | 4 | 2014 |
Toward Omics-Scale Quantitative Mass Spectrometry Imaging of Lipids in Brain Tissue Using a Multiclass Internal Standard Mixture M Vandenbosch, SM Mutuku, MJQ Mantas, NH Patterson, T Hallmark, ... Analytical Chemistry 95 (51), 18719-18730, 2023 | 3 | 2023 |
Integration of Multiple Spatial-Omics Modalities Reveals Unique Insights into Molecular Heterogeneity of Prostate Cancer W Zhang, X Spotbeen, S Vanuytven, S Kint, T Sarretto, F Socciarelli, ... bioRxiv, 2023.08. 28.555056, 2023 | 1 | 2023 |
Deeper insights through integration: linking imaging mass spectrometry data with anatomical data N Verbeeck, J Yang, B De Moor, RM Caprioli, E Waelkens, R Van de Plas Proc. 61st ASMS Conference on Mass Spectrom. Allied Topics, 2013 | 1 | 2013 |
Investigation of Prostate Cancer Heterogeneity Using a Novel Spatial Multi-Omics Pipeline Integrating MS Imaging and Spatial Transcriptomics X Spotbeen, W Zhang, T Sarretto, F Socciarelli, S Vanuytven, S Kint, ... Annual Conference on Mass Spectrometry Imaging and Integrated Topics (IMSIS …, 2023 | | 2023 |
Omics Scale Quantitative Mass Spectrometry Imaging of Lipids in Brain Tissue using a Multi-Class Internal Standard Mixture M Vandenbosch, SM Mutuku, MJQ Mantas, NH Patterson, T Hallmark, ... bioRxiv, 2023.06. 21.546027, 2023 | | 2023 |
Multimodal MALDI imaging mass spectrometry for improved diagnosis of melanoma W Zhang, NH Patterson, N Verbeeck, JL Moore, A Ly, RM Caprioli, ... medRxiv, 2022.11. 29.22282868, 2022 | | 2022 |
A deep learning approach to incorporate microscopy and MALDI imaging enhances classification of skin lesions W Zhang, NH Patterson, N Verbeeck, J Moore, A Ly, RM Caprioil, ... International Mass Spectrometry Conference (IMSC 2022), Date: 2022/08/27 …, 2022 | | 2022 |
Incorporating morphology via deep learning improves classification performance of MALDI imaging for skin lesions W Zhang, NH Patterson, N Verbeeck, J Moore, A Ly, RM Caprioli, ... American Society for Mass Spectrometry (ASMS), Date: 2022/06/04-2022/06/09 …, 2022 | | 2022 |
Deep learning enables spatially-aware clustering of ion images in MSI data W Zhang, M Claesen, T Moerman, RM Groseclose, E Waelkens, ... 24 hours conference of international MSI (IMSI), Location: Online, 2020 | | 2020 |