Wil Gardner

8PUBLICATIONS
9CO-AUTHORS
Context learningData mining and knowledge discoveryQuery processing and optimisationStatistical mechanics in chemistryStochastic analysis and modelling
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Publications (8)

|May 20, 2026
Exploring Important Features in Continuous Spectral Datasets Using Supervised Learning.

|Feb 26, 2026
Revealing the Spatial-Molecular Fingerprint of BMP4 Expression in Breast Cancer Using ToF-SIMS and Multiple Instance Learning.

Wil Gardner, Judy Borg, Kellie A Mouchemore

|Jul 19, 2025
Exploring the Efficacy of Background Removal with SOM-RPM in Mass Spectrometry Imaging.

Rongjie Sun, Wil Gardner, Sarah E Bamford

|Sep 23, 2024
Self-Organizing Maps for Secondary Ion Mass Spectrometry.

Sarah E Bamford, Wil Gardner, David A Winkler

|Apr 30, 2024
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra.

Rongjie Sun, Wil Gardner, David A Winkler

|Feb 26, 2024
A Machine Learning-Driven Comparison of Ion Images Obtained by MALDI and MALDI-2 Mass Spectrometry Imaging.

Tassiani Sarretto, Wil Gardner, Daniel Brungs

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Frequent Collaborators

8 joint publications

Paul J Pigram

6 joint publications

Benjamin W Muir

4 joint publications

Sarah E Bamford

3 joint publications

David A Winkler