Paul J. Pigram | Scholar Profiles and Rankings

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Microglial activation induces nitric oxide signalling and alters protein S‐nitrosylation patterns in extracellular vesicles (journal article) Vassileff, Natasha \| Spiers, Jereme G. \| Bamford, Sarah E. \| Lowe, Rohan G. T. \| Datta, Keshava K. \| Pigram, Paul J. \| Hill, Andrew F. Journal of Extracellular Vesicles, volume 13, issue 6 (2024). 10.1002/jev2.12455 Cite \| Source
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra (journal article) Sun, Rongjie \| Gardner, Wil \| Winkler, David A. \| Muir, Benjamin W. \| Pigram, Paul J. Analytical Chemistry, volume 96, issue 19, pages 7594-7601 (2024). 10.1021/acs.analchem.4c00456 Cite \| Source
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging (journal article) Sarretto, Tassiani \| Gardner, Wil \| Brungs, Daniel \| Napaki, Sarbar \| Pigram, Paul J. \| Ellis, Shane R. Journal of the American Society for Mass Spectrometry, volume 35, issue 3, pages 466-475 (2024). 10.1021/jasms.3c00357 Cite \| Source
Markedly Enhanced Analysis of Mass Spectrometry Images Using Weakly Supervised Machine Learning (journal article) Gardner, Wil \| Winkler, David A. \| Bamford, Sarah E. \| Muir, Benjamin W. \| Pigram, Paul J. Small Methods (2024). 10.1002/smtd.202301230 Cite \| Source
Profiling a Low Emissivity Glass Coating with ToF‐SIMS and Machine Learning (journal article) Bamford, Sarah E. \| Jones, Robert T. \| Gardner, Wil \| Muir, Benjamin W. \| Winkler, David A. \| Pigram, Paul J. Advanced Materials Interfaces, volume 11, issue 3 (2024). 10.1002/admi.202300645 Cited by (1) \| Cite \| Source
Enhanced Visualization and Interpretation of XMCD‐PEEM Data Using SOM‐RPM Machine Learning (journal article) Wong, See Yoong \| Harmer, Sarah L. \| Gardner, Wil \| Schenk, Alex K. \| Ballabio, Davide \| Pigram, Paul J. Advanced Materials Interfaces, volume 10, issue 36 (2023). 10.1002/admi.202300581 Cite \| Source
Effect of data preprocessing and machine learning hyperparameters on mass spectrometry imaging models (journal article) Gardner, Wil \| Winkler, David A. \| Alexander, David L. J. \| Ballabio, Davide \| Muir, Benjamin W. \| Pigram, Paul J. Journal of Vacuum Science & Technology A, volume 41, issue 6 (2023). 10.1116/6.0002788 Cited by (1) \| Cite \| Source
Comparison of Tiling Artifact Removal Methods in Secondary Ion Mass Spectrometry Images (journal article) Kandanaarachchi, Sevvandi \| Gardner, Wil \| Alexander, David L. J. \| Muir, Benjamin W. \| Chouinard, Philippe A. \| Crewther, Sheila G. \| Scurr, David J. \| Halliday, Mark \| Pigram, Paul J. Analytical Chemistry, volume 95, issue 47, pages 17384-17391 (2023). 10.1021/acs.analchem.3c03887 Cite \| Source
Controllable hierarchical self-assembly: systematic study forming metallosupramolecular frameworks on the basis of helical beta-oligoamides (journal article) West, Norton G. \| Bamford, Sarah E. \| Pigram, Paul J. \| Pan, Jisheng \| Qi, Dong-Chen \| Mechler, Adam Materials Horizons, volume 10, issue 12, pages 5584-5596 (2023). 10.1039/D3MH01327H Cited by (2) \| Cite \| Source
High resolution imaging and analysis of extracellular vesicles using mass spectral imaging and machine learning (journal article) Bamford, Sarah Elizabeth \| Vassileff, Natasha \| Spiers, Jereme G. \| Gardner, Wil \| Winkler, David A. \| Muir, Benjamin W. \| Hill, Andrew F. \| Pigram, Paul J. Journal of Extracellular Biology, volume 2, issue 9 (2023). 10.1002/jex2.110 Cited by (1) \| Cite \| Source
New insight into degradation mechanisms of conductive and thermally resistant polyaniline films (journal article) Yalcin, Dilek \| Bamford, Sarah \| Espiritu, Maria \| Rigopoulos, Nick \| Martinez-Botella, Ivan \| Alexander, David \| Gozukara, Yesim \| Greaves, Mark \| Bruton, Eric A. \| Kinlen, Patrick J. \| ... \| Kohl, Thomas M. Polymer Degradation and Stability, volume 215 (2023). 10.1016/j.polymdegradstab.2023.110427 Cited by (2) \| Cite \| Source
Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly (journal article) Lu, Yiwen \| Yalcin, Dilek \| Pigram, Paul J. \| Blackman, Lewis D. \| Boley, Mario Journal of Chemical Information and Modeling, volume 63, issue 11, pages 3288-3306 (2023). 10.1021/acs.jcim.3c00460 Cited by (2) \| Cite \| Source
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data (journal article) Bamford, Sarah E. \| Yalcin, Dilek \| Gardner, Wil \| Winkler, David A. \| Kohl, Thomas M. \| Muir, Benjamin W. \| Howard, Shaun \| Bruton, Eric A. \| Pigram, Paul J. Analytical Chemistry, volume 95, issue 20, pages 7968-7976 (2023). 10.1021/acs.analchem.3c00769 Cited by (4) \| Cite \| Source
Exploring the Relationship between Polymer Surface Chemistry and Bacterial Attachment Using ToF‐SIMS and Self‐Organizing maps (journal article) Wong, See Yoong \| Hook, Andrew L. \| Gardner, Wil \| Chang, Chien‐Yi \| Mei, Ying \| Davies, Martyn C. \| Williams, Paul \| Alexander, Morgan R. \| Ballabio, Davide \| Muir, Benjamin W. \| ... \| Pigram, Paul J. Advanced Materials Interfaces, volume 10, issue 9 (2023). 10.1002/admi.202202334 Cited by (2) \| Cite \| Source
Fusing ToF‐SIMS Images for Spatial‐Spectral Resolution Enhancement using a Convolutional Neural Network (journal article) Gardner, Wil \| Winkler, David A. \| Maliki, Ruqaya \| Cutts, Suzanne M. \| Ellis, Sarah \| Anderson, Robin L. \| Muir, Benjamin W. \| Pigram, Paul J. Advanced Materials Interfaces, volume 9, issue 34 (2022). 10.1002/admi.202201464 Cited by (6) \| Cite \| Source
Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder (journal article) Gardner, Wil \| Winkler, David A. \| Cutts, Suzanne M. \| Torney, Steven A. \| Pietersz, Geoffrey A. \| Muir, Benjamin W. \| Pigram, Paul J. Analytical Chemistry, volume 94, issue 22, pages 7804-7813 (2022). 10.1021/acs.analchem.1c05453 Cited by (7) \| Cite \| Source
Large Area Ultrathin InN and Tin Doped InN Nanosheets Featuring 2D Electron Gases (journal article) Syed, Nitu \| Stacey, Alastair \| Zavabeti, Ali \| Nguyen, Chung Kim \| Haas, Benedikt \| Koch, Christoph T. \| Creedon, Daniel L. \| Della Gaspera, Enrico \| Reineck, Philipp \| Jannat, Azmira \| ... \| Daeneke, Torben ACS Nano, volume 16, issue 4, pages 5476-5486 (2022). 10.1021/acsnano.1c09636 Cited by (10) \| Cite \| Source
Applications of multivariate analysis and unsupervised machine learning to ToF-SIMS images of organic, bioorganic, and biological systems (journal article) Gardner, Wil \| Winkler, David A. \| Muir, Benjamin W. \| Pigram, Paul J. Biointerphases, volume 17, issue 2 (2022). 10.1116/6.0001590 Cited by (8) \| Cite \| Source
Resonant Acoustic Mixing Method to Produce Lipid-Based Liquid-Crystal Nanoparticles (journal article) Yalcin, Dilek \| Rajesh, Sarigama \| White, Jacinta \| Howard, Shaun C. \| Pigram, Paul J. \| Tran, Nhiem \| Muir, Benjamin W. The Journal of Physical Chemistry C, volume 125, issue 19, pages 10653-10664 (2021). 10.1021/acs.jpcc.1c01300 Cited by (8) \| Cite \| Source
Understanding mass spectrometry images: complexity to clarity with machine learning (journal article) Gardner, Wil \| Cutts, Suzanne M. \| Phillips, Don R. \| Pigram, Paul J. Biopolymers, volume 112, issue 4 (2021). 10.1002/bip.23400 Cited by (15) \| Cite \| Source