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W

Wil Gardner

la trobe university

11H指数
26论文数
325被引数
收录论文 21
发表时间
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Exploring Important Features in Continuous Spectral Datasets Using Supervised Learning利用监督学习探索连续光谱数据集中的重要特征
errAnalytical Chemistry
IF6.7
err2026-05-20
err0
PREAI
errRongjie Sun; Wil Gardner; Riley O’Shea; Sarigama Rajesh; Celesta Fong; Sarah E. Bamford; Nicholas P. Reynolds; David A. Winkler; Benjamin W. Muir; Paul J. Pigram
err分享
err收藏
Revealing the Spatial-Molecular Fingerprint of BMP4 Expression in Breast Cancer Using ToF-SIMS and Multiple Instance Learning利用飞行时间二次离子质谱和多实例学习揭示BMP4在乳腺癌中表达的空间-分子指纹
errAnalytical Chemistry
IF6.7
err2026-02-26
err0
PREAI
errWil Gardner; Judy Borg; Kellie A. Mouchemore; Lap Hing Chi; Caroline Bell; David Nickless; Belinda Yeo; Sarah E. Bamford; David A. Winkler; Benjamin W. Muir; Robin L. Anderson; Paul J. Pigram
err分享
err收藏
Tracking UV Degradation of Inkjet Prints Using ToF-SIMS and Machine Learning利用ToF-SIMS和机器学习追踪喷墨打印品的UV老化
errAdvanced Materials Interfaces
IF4.4
err2025-08-08
err0
errOAAI
errSarah E. Bamford; Wil Gardner; Rongjie Sun; David A. Winkler; Benjamin W. Muir; Jeffrey L. Pura; Paul J. Pigram
err分享
err收藏
Exploring the Efficacy of Background Removal with SOM-RPM in Mass Spectrometry Imaging探索基于SOM-RPM的背景去除在质谱成像中的有效性
errAnalytical Chemistry
IF6.7
err2025-07-19
err0
PREAI
errRongjie Sun; Wil Gardner; Sarah E. Bamford; David A. Winkler; Benjamin W. Muir; Paul J. Pigram
err分享
err收藏
A comprehensive tutorial on the SOM-RPM toolbox for MATLAB
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2025-06-01
err0
errOAAI
errBamford, Sarah E.; Gardner, Wil; Ballabio, Davide; Oslinker, Brian; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏
Self-Organizing Maps for Secondary Ion Mass Spectrometry
errJOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
IF2.7
err2024-09-23
err3
PREAI
errBamford, Sarah E.; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Alahakoon, Damminda; Pigram, Paul J.
err分享
err收藏
Enhanced Nitric Oxide Delivery Through Self-Assembling Nanoparticles for Eradicating Gram-Negative Bacteria通过自组装纳米颗粒增强一氧化氮输送以根除革兰氏阴性细菌
errADVANCED HEALTHCARE MATERIALS
IF9.6
err2024-09-12
err0
errOAAI
errLai, Xiangfeng; Yu, Lei; Huang, Xiangyi; Gardner, Wil; Bamford, Sarah E.; Pigram, Paul J.; Wang, Shuhong; Le Brun, Anton P.; Muir, Benjamin W.; Song, Jiangning; Wang, Yajun; Hsu, Hsien-Yi; Chan, Philip Wai Hong; Shen, Hsin-Hui
err分享
err收藏
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra
errANALYTICAL CHEMISTRY
IF6.7
err2024-04-30
err4
PREAI
errSun, Rongjie; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging
errJOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
IF2.7
err2024-02-26
err1
PREAI
errSarretto, Tassiani; Gardner, Wil; Brungs, Daniel; Napaki, Sarbar; Pigram, Paul J.; Ellis, Shane R.
err分享
err收藏
Markedly Enhanced Analysis of Mass Spectrometry Images Using Weakly Supervised Machine Learning
errSMALL METHODS
IF9.1
err2024-01-10
err1
errOAAI
errGardner, Wil; Winkler, David A.; Bamford, Sarah E.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏
Profiling a Low Emissivity Glass Coating with ToF-SIMS and Machine Learning用ToF-SIMS和机器学习分析低发射率玻璃涂层
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-12-04
err4
errOAAI
errBamford, Sarah E.; Jones, Robert T.; Gardner, Wil; Muir, Benjamin W.; Winkler, David A.; Pigram, Paul J.
err分享
err收藏
Comparison of Tiling Artifact Removal Methods in Secondary Ion Mass Spectrometry Images
errANALYTICAL CHEMISTRY
IF6.7
err2023-11-14
err0
errOAAI
errKandanaarachchi, Sevvandi; Gardner, Wil; Alexander, David L. J.; Muir, Benjamin W.; Chouinard, Philippe A.; Crewther, Sheila G.; Scurr, David J.; Halliday, Mark; Pigram, Paul J.
err分享
err收藏
Enhanced Visualization and Interpretation of XMCD-PEEM Data Using SOM-RPM Machine Learning
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-09-29
err1
errOAAI
errWong, See Yoong; Harmer, Sarah L.; Gardner, Wil; Schenk, Alex K.; Ballabio, Davide; Pigram, Paul J.
err分享
err收藏
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data
errANALYTICAL CHEMISTRY
IF6.7
err2023-05-12
err7
PREAI
errBamford, Sarah E.; Yalcin, Dilek; Gardner, Wil; Winkler, David A.; Kohl, Thomas M.; Muir, Benjamin W.; Howard, Shaun; Bruton, Eric A.; Pigram, Paul J.
err分享
err收藏
Exploring the Relationship between Polymer Surface Chemistry and Bacterial Attachment Using ToF-SIMS and Self-Organizing maps
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-02-15
err5
errOAAI
errWong, 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.; Winkler, David A.; Pigram, Paul J.
err分享
err收藏
Fusing ToF-SIMS Images for Spatial-Spectral Resolution Enhancement using a Convolutional Neural Network
errADVANCED MATERIALS INTERFACES
IF4.4
err2022-10-10
err8
errOAAI
errGardner, Wil; Winkler, David A.; Maliki, Ruqaya; Cutts, Suzanne M.; Ellis, Sarah; Anderson, Robin L.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏
Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder
errANALYTICAL CHEMISTRY
IF6.7
err2022-05-26
err9
PREAI
errGardner, Wil; Winkler, David A.; Cutts, Suzanne M.; Torney, Steven A.; Pietersz, Geoffrey A.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏
Understanding mass spectrometry images: complexity to clarity with machine learning
errBIOPOLYMERS
IF3.2
err2020-09-16
err15
errOAAI
errGardner, Wil; Cutts, Suzanne M.; Phillips, Don R.; Pigram, Paul J.
err分享
err收藏
Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data
errANALYTICAL CHEMISTRY
IF6.7
err2020-07-02
err36
PREAI
errGardner, Wil; Maliki, Ruqaya; Cutts, Suzanne M.; Muir, Benjamin W.; Ballabio, Davide; Winkler, David A.; Pigram, Paul J.
err分享
err收藏
ToF-SIMS and Machine Learning for Single-Pixel Molecular Discrimination of an Acrylate Polymer Microarray
errANALYTICAL CHEMISTRY
IF6.7
err2020-04-01
err28
errOAAI
errGardner, Wil; Hook, Andrew L.; Alexander, Morgan R.; Ballabio, Davide; Cutts, Suzanne M.; Muir, Benjamin W.; Pigram, Paul J.
err分享
err收藏

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