BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

112 related articles for article (PubMed ID: 37172328)

  • 1. Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data.
    Bamford SE; Yalcin D; Gardner W; Winkler DA; Kohl TM; Muir BW; Howard S; Bruton EA; Pigram PJ
    Anal Chem; 2023 May; 95(20):7968-7976. PubMed ID: 37172328
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Analyzing 3D hyperspectral TOF-SIMS depth profile data using self-organizing map-relational perspective mapping.
    Gardner W; Winkler DA; Ballabio D; Muir BW; Pigram PJ
    Biointerphases; 2020 Nov; 15(6):061004. PubMed ID: 33198474
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data.
    Gardner W; Maliki R; Cutts SM; Muir BW; Ballabio D; Winkler DA; Pigram PJ
    Anal Chem; 2020 Aug; 92(15):10450-10459. PubMed ID: 32614172
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Distinguishing Chemically Similar Polyamide Materials with ToF-SIMS Using Self-Organizing Maps and a Universal Data Matrix.
    Madiona RMT; Bamford SE; Winkler DA; Muir BW; Pigram PJ
    Anal Chem; 2018 Nov; 90(21):12475-12484. PubMed ID: 30260219
    [TBL] [Abstract][Full Text] [Related]  

  • 5. ToF-SIMS and Machine Learning for Single-Pixel Molecular Discrimination of an Acrylate Polymer Microarray.
    Gardner W; Hook AL; Alexander MR; Ballabio D; Cutts SM; Muir BW; Pigram PJ
    Anal Chem; 2020 May; 92(9):6587-6597. PubMed ID: 32233419
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Visualizing ToF-SIMS Hyperspectral Imaging Data Using Color-Tagged Toroidal Self-Organizing Maps.
    Gardner W; Cutts SM; Muir BW; Jones RT; Pigram PJ
    Anal Chem; 2019 Nov; 91(21):13855-13865. PubMed ID: 31549810
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder.
    Gardner W; Winkler DA; Cutts SM; Torney SA; Pietersz GA; Muir BW; Pigram PJ
    Anal Chem; 2022 Jun; 94(22):7804-7813. PubMed ID: 35616489
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Multivariate analysis strategies for processing ToF-SIMS images of biomaterials.
    Tyler BJ; Rayal G; Castner DG
    Biomaterials; 2007 May; 28(15):2412-23. PubMed ID: 17335898
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Development of Machine-Learning Techniques for Time-of-Flight Secondary Ion Mass Spectrometry Spectral Analysis: Application for the Identification of Silane Coupling Agents in Multicomponent Films.
    Lang Y; Zhou L; Imamura Y
    Anal Chem; 2022 Feb; 94(5):2546-2553. PubMed ID: 35073054
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Understanding mass spectrometry images: complexity to clarity with machine learning.
    Gardner W; Cutts SM; Phillips DR; Pigram PJ
    Biopolymers; 2021 Apr; 112(4):e23400. PubMed ID: 32937683
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Applications of multivariate analysis and unsupervised machine learning to ToF-SIMS images of organic, bioorganic, and biological systems.
    Gardner W; Winkler DA; Muir BW; Pigram PJ
    Biointerphases; 2022 Mar; 17(2):020802. PubMed ID: 35345884
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Unsupervised Pharmaceutical Polymorph Identification and Multicomponent Particle Mapping of ToF-SIMS Data by Non-Negative Matrix Factorization.
    Forbes TP; Gillen JG; Souna AJ; Lawrence J
    Anal Chem; 2022 Nov; 94(47):16443-16450. PubMed ID: 36377824
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Characterizing multicomponent adsorbed protein films using electron spectroscopy for chemical analysis, time-of-flight secondary ion mass spectrometry, and radiolabeling: capabilities and limitations.
    Wagner MS; Horbett TA; Castner DG
    Biomaterials; 2003 May; 24(11):1897-908. PubMed ID: 12615480
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Depth profiling cross-linked poly(methyl methacrylate) films: a time-of-flight secondary ion mass spectrometry approach.
    Naderi-Gohar S; Huang KM; Wu Y; Lau WM; Nie HY
    Rapid Commun Mass Spectrom; 2017 Feb; 31(4):381-388. PubMed ID: 27933719
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Time-of-flight secondary ion mass spectrometry analysis of hair samples using unsupervised artificial neural network.
    Matsuda K; Aoyagi S
    Biointerphases; 2020 Apr; 15(2):021013. PubMed ID: 32312054
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra.
    Sun R; Gardner W; Winkler DA; Muir BW; Pigram PJ
    Anal Chem; 2024 May; 96(19):7594-7601. PubMed ID: 38686444
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Mitigating Measurement Artifacts in TOF-SIMS Analysis of Perovskite Solar Cells.
    Harvey SP; Zhang F; Palmstrom A; Luther JM; Zhu K; Berry JJ
    ACS Appl Mater Interfaces; 2019 Aug; 11(34):30911-30918. PubMed ID: 31373481
    [TBL] [Abstract][Full Text] [Related]  

  • 18. ToF-SIMS 3D Analysis of Thin Films Deposited in High Aspect Ratio Structures via Atomic Layer Deposition and Chemical Vapor Deposition.
    Kia AM; Haufe N; Esmaeili S; Mart C; Utriainen M; Puurunen RL; Weinreich W
    Nanomaterials (Basel); 2019 Jul; 9(7):. PubMed ID: 31331020
    [TBL] [Abstract][Full Text] [Related]  

  • 19. ToF-SIMS depth profiling of cells: z-correction, 3D imaging, and sputter rate of individual NIH/3T3 fibroblasts.
    Robinson MA; Graham DJ; Castner DG
    Anal Chem; 2012 Jun; 84(11):4880-5. PubMed ID: 22530745
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Multivariate statistical analysis of three-spatial-dimension TOF-SIMS raw data sets.
    Smentkowski VS; Ostrowski SG; Braunstein E; Keenan MR; Ohlhausen JA; Kotula PG
    Anal Chem; 2007 Oct; 79(20):7719-26. PubMed ID: 17854159
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 6.