191 related articles for article (PubMed ID: 33198474)
1. 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]
2. 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]
3. 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]
4. 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]
5. Quantitative analysis of ToF-SIMS data of a two organic compound mixture using an autoencoder and simple artificial neural networks.
Aoyagi S; Matsuda K
Rapid Commun Mass Spectrom; 2023 Feb; 37(4):e9445. PubMed ID: 36457202
[TBL] [Abstract][Full Text] [Related]
6. 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]
7. 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]
8. 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]
9. 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]
10. 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]
11. 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]
12. Sample metallization for performance improvement in desorption/ionization of kilodalton molecules: quantitative evaluation, imaging secondary ion MS, and laser ablation.
Delcorte A; Bour J; Aubriet F; Muller JF; Bertrand P
Anal Chem; 2003 Dec; 75(24):6875-85. PubMed ID: 14670048
[TBL] [Abstract][Full Text] [Related]
13. Evaluation of biomolecular distributions in rat brain tissues by means of ToF-SIMS using a continuous beam of Ar clusters.
Nakano S; Yokoyama Y; Aoyagi S; Himi N; Fletcher JS; Lockyer NP; Henderson A; Vickerman JC
Biointerphases; 2016 Jun; 11(2):02A307. PubMed ID: 26746166
[TBL] [Abstract][Full Text] [Related]
14. 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]
15. 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]
16. An unsupervised MVA method to compare specific regions in human breast tumor tissue samples using ToF-SIMS.
Bluestein BM; Morrish F; Graham DJ; Guenthoer J; Hockenbery D; Porter PL; Gamble LJ
Analyst; 2016 Mar; 141(6):1947-57. PubMed ID: 26878076
[TBL] [Abstract][Full Text] [Related]
17. Molecular depth profiling by wedged crater beveling.
Mao D; Lu C; Winograd N; Wucher A
Anal Chem; 2011 Aug; 83(16):6410-7. PubMed ID: 21744861
[TBL] [Abstract][Full Text] [Related]
18. Molecular depth profiling of multilayer polymer films using time-of-flight secondary ion mass spectrometry.
Wagner MS
Anal Chem; 2005 Feb; 77(3):911-22. PubMed ID: 15679361
[TBL] [Abstract][Full Text] [Related]
19. Biomedical studies by TOF-SIMS imaging.
Bich C; Touboul D; Brunelle A
Biointerphases; 2014 Mar; 10(1):018901. PubMed ID: 25708628
[TBL] [Abstract][Full Text] [Related]
20. A new dynamic in mass spectral imaging of single biological cells.
Fletcher JS; Rabbani S; Henderson A; Blenkinsopp P; Thompson SP; Lockyer NP; Vickerman JC
Anal Chem; 2008 Dec; 80(23):9058-64. PubMed ID: 19551933
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]