Evaluation of Time-of-Flight Secondary Ion Mass Spectrometry Spectra of Peptides by Random Forest with Amino Acid Labels: Results from a Versailles Project on Advanced Materials and Standards Interlaboratory Study

ToF-SIMS and Machine Learning for Single-Pixel Molecular Discrimination of an Acrylate Polymer Microarray

(2020) Wil Gardner et al.   ANALYTICAL CHEMISTRY

Time-of-flight secondary ion mass spectrometry analysis of hair samples using unsupervised artificial neural network

(2020) Kazuhiro Matsuda et al.   Biointerphases

Application of random forest based approaches to surface-enhanced Raman scattering data

(2020) Stephan Seifert   Scientific Reports

Examination of beauty ingredient distribution in the human skin by time-of-flight secondary ion mass spectrometry

(2020) Tomoko Kawashima et al.   Biointerphases

Multimodal Chemical Imaging for Linking Adhesion with Local Chemistry in Agrochemical Multicomponent Polymeric Coatings

(2019) Alison A. Pawlicki et al.   ANALYTICAL CHEMISTRY

Visualizing ToF-SIMS Hyperspectral Imaging Data Using Color-Tagged Toroidal Self-Organizing Maps

(2019) Wil Gardner et al.   ANALYTICAL CHEMISTRY

Unsupervised Analysis of Big ToF-SIMS Data Sets: a Statistical Pattern Recognition Approach

(2018) Nunzio Tuccitto et al.   ANALYTICAL CHEMISTRY

Source Identification of Western Oregon Douglas-Fir Wood Cores Using Mass Spectrometry and Random Forest Classification

(2017) Kristen Finch et al.   Applications in Plant Sciences

Image based Machine Learning for identification of macrophage subsets

(2017) Hassan M. Rostam et al.   Scientific Reports

Peptide Fragmentation and Surface Structural Analysis by Means of ToF-SIMS Using Large Cluster Ion Sources

(2016) Yuta Yokoyama et al.   ANALYTICAL CHEMISTRY

Dual beam organic depth profiling using large argon cluster ion beams

(2014) M. Holzweber et al.   SURFACE AND INTERFACE ANALYSIS

Extraction of hidden information of ToF-SIMS data using different multivariate analyses

(2014) Yuta Yokoyama et al.   SURFACE AND INTERFACE ANALYSIS

Peptide structural analysis using continuous Ar cluster and C60 ion beams

(2013) Satoka Aoyagi et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Application of random forest regression to spectral multivariate calibration

(2013) Jahan B. Ghasemi et al.   Analytical Methods

SIMS of organics—Advances in 2D and 3D imaging and future outlook

(2013) Ian S. Gilmore   JOURNAL OF VACUUM SCIENCE & TECHNOLOGY A

Application of Laser Postionization Secondary Neutral Mass Spectrometry/Time-of-Flight Secondary Ion Mass Spectrometry in Nanotoxicology: Visualization of Nanosilver in Human Macrophages and Cellular Responses

(2011) Andrea Haase et al.   ACS Nano

ToF-SIMS Analysis of Adsorbed Proteins: Principal Component Analysis of the Primary Ion Species Effect on the Protein Fragmentation Patterns

(2011) Shin Muramoto et al.   Journal of Physical Chemistry C

Multivariate image analysis strategies for ToF-SIMS images with topography

(2009) J. L. S. Lee et al.   SURFACE AND INTERFACE ANALYSIS

Quantification and methodology issues in multivariate analysis of ToF-SIMS data for mixed organic systems

(2008) J. L. S. Lee et al.   SURFACE AND INTERFACE ANALYSIS