Paul J Pigram

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Mass Spectrometry

Machine Learning

Gas Chromatography

Top Venues

Analytical chemistry

Journal of the American Society for Mass Spectrometry

This page only lists publications with an associated author ORCID identifier.

Publications

Rongjie Sun, Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra. Analytical chemistry 96 (19) (2024)
Sarah E Bamford, Wil Gardner, David A Winkler, Benjamin W Muir, Damminda Alahakoon, Paul J Pigram
Self-Organizing Maps for Secondary Ion Mass Spectrometry. Journal of the American Society for Mass Spectrometry (2024)
Wil Gardner, David A Winkler, Sarah E Bamford, Benjamin W Muir, Paul J Pigram
Markedly Enhanced Analysis of Mass Spectrometry Images Using Weakly Supervised Machine Learning. Small methods 8 (7) (2024)
Tassiani Sarretto, Wil Gardner, Daniel Brungs, Sarbar Napaki, Paul J Pigram, Shane R Ellis
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging. Journal of the American Society for Mass Spectrometry 35 (3) (2024)
Natasha Vassileff, Jereme G Spiers, Sarah E Bamford, Rohan G T Lowe, Keshava K Datta, Paul J Pigram, Andrew F Hill
Microglial activation induces nitric oxide signalling and alters protein S-nitrosylation patterns in extracellular vesicles. Journal of extracellular vesicles 13 (6) (2024)
Rongjie Sun, Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra. Analytical chemistry (2024)
Tassiani Sarretto, Wil Gardner, Daniel Brungs, Sarbar Napaki, Paul J Pigram, Shane R Ellis
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging. Journal of the American Society for Mass Spectrometry 35 (3) (2024)
Tassiani Sarretto, Wil Gardner, Daniel Brungs, Sarbar Napaki, Paul J Pigram, Shane R Ellis
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging. Journal of the American Society for Mass Spectrometry (2024)
Wil Gardner, David A Winkler, Sarah E Bamford, Benjamin W Muir, Paul J Pigram
Markedly Enhanced Analysis of Mass Spectrometry Images Using Weakly Supervised Machine Learning. Small methods (2024)
Natasha Vassileff, Jereme G Spiers, Sarah E Bamford, Rohan G T Lowe, Keshava K Datta, Paul J Pigram, Andrew F Hill
Microglial activation induces nitric oxide signalling and alters protein S-nitrosylation patterns in extracellular vesicles. Journal of extracellular vesicles 13 (6) (2024)
Wil Gardner, David A Winkler, Sarah E Bamford, Benjamin W Muir, Paul J Pigram
Markedly Enhanced Analysis of Mass Spectrometry Images Using Weakly Supervised Machine Learning. Small methods 8 (7) (2024)
Sarah Elizabeth Bamford, Natasha Vassileff, Jereme G Spiers, Wil Gardner, David A Winkler, Benjamin W Muir, Andrew F Hill, Paul J Pigram
High resolution imaging and analysis of extracellular vesicles using mass spectral imaging and machine learning. Journal of extracellular biology 2 (9) (2023)
Sarah E Bamford, Dilek Yalcin, Wil Gardner, David A Winkler, Thomas M Kohl, Benjamin W Muir, Shaun Howard, Eric A Bruton, Paul J Pigram
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data. Analytical chemistry (2023)
Sarah E Bamford, Dilek Yalcin, Wil Gardner, David A Winkler, Thomas M Kohl, Benjamin W Muir, Shaun Howard, Eric A Bruton, Paul J Pigram
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data. Analytical chemistry 95 (20) (2023)
Norton G West, Sarah E Bamford, Paul J Pigram, Jisheng Pan, Dong-Chen Qi, Adam Mechler
Controllable hierarchical self-assembly: systematic study forming metallosupramolecular frameworks on the basis of helical beta-oligoamides. Materials horizons (2023)
Yiwen Lu, Dilek Yalcin, Paul J Pigram, Lewis D Blackman, Mario Boley
Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly. Journal of chemical information and modeling (2023)
Sarah Elizabeth Bamford, Natasha Vassileff, Jereme G Spiers, Wil Gardner, David A Winkler, Benjamin W Muir, Andrew F Hill, Paul J Pigram
High resolution imaging and analysis of extracellular vesicles using mass spectral imaging and machine learning. Journal of extracellular biology 2 (9) (2023)
Sevvandi Kandanaarachchi, Wil Gardner, David L J Alexander, Benjamin W Muir, Philippe A Chouinard, Sheila G Crewther, David J Scurr, Mark Halliday, Paul J Pigram
Comparison of Tiling Artifact Removal Methods in Secondary Ion Mass Spectrometry Images. Analytical chemistry (2023)
Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Applications of multivariate analysis and unsupervised machine learning to ToF-SIMS images of organic, bioorganic, and biological systems. Biointerphases 17 (2) (2022)
Wil Gardner, David A Winkler, Suzanne M Cutts, Steven A Torney, Geoffrey A Pietersz, Benjamin W Muir, Paul J Pigram
Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder. Analytical chemistry 94 (22) (2022)
Nitu Syed, Alastair Stacey, Ali Zavabeti, Chung Kim Nguyen, Benedikt Haas, Christoph T Koch, Daniel L Creedon, Enrico Della Gaspera, Philipp Reineck, Azmira Jannat, Matthias Wurdack, Sarah E Bamford, Paul J Pigram, Sherif Abdulkader Tawfik, Salvy P Russo, Billy James Murdoch, Kourosh Kalantar-Zadeh, Christopher F McConville, Torben Daeneke
Large Area Ultrathin InN and Tin Doped InN Nanosheets Featuring 2D Electron Gases. ACS nano 16 (4) (2022)
Wil Gardner, Andrew L Hook, Morgan R Alexander, Davide Ballabio, Suzanne M Cutts, Benjamin W Muir, Paul J Pigram
ToF-SIMS and Machine Learning for Single-Pixel Molecular Discrimination of an Acrylate Polymer Microarray. Analytical chemistry 92 (9) (2020)
Wil Gardner, Suzanne M Cutts, Don R Phillips, Paul J Pigram
Understanding mass spectrometry images: complexity to clarity with machine learning. Biopolymers 112 (4) (2020)
Wil Gardner, David A Winkler, Davide Ballabio, Benjamin W Muir, Paul J Pigram
Analyzing 3D hyperspectral TOF-SIMS depth profile data using self-organizing map-relational perspective mapping. Biointerphases 15 (6) (2020)
Wil Gardner, Ruqaya Maliki, Suzanne M Cutts, Benjamin W Muir, Davide Ballabio, David A Winkler, Paul J Pigram
Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data. Analytical chemistry 92 (15) (2020)
Wil Gardner, Suzanne M Cutts, Benjamin W Muir, Robert T Jones, Paul J Pigram
Visualizing ToF-SIMS Hyperspectral Imaging Data Using Color-Tagged Toroidal Self-Organizing Maps. Analytical chemistry 91 (21) (2019)
Robert M T Madiona, Nicholas G Welch, Benjamin W Muir, David A Winkler, Paul J Pigram
Rapid evaluation of immobilized immunoglobulins using automated mass-segmented ToF-SIMS. Biointerphases 14 (6) (2019)
Lina Duque-Sanchez, Narelle Brack, Almar Postma, Laurence Meagher, Paul J Pigram
Engineering the Biointerface of Electrospun 3D Scaffolds with Functionalized Polymer Brushes for Enhanced Cell Binding. Biomacromolecules 20 (2) (2019)
Robert M T Madiona, Sarah E Bamford, David A Winkler, Benjamin W Muir, Paul J Pigram
Distinguishing Chemically Similar Polyamide Materials with ToF-SIMS Using Self-Organizing Maps and a Universal Data Matrix. Analytical chemistry 90 (21) (2018)