Robert M. T. Madiona

Author

CSIRO Manufacturing ORCID

Also Known As

Robert M. T. Madiona, Robert M.T. Madiona

Publications

229

Citations

H-Index

Concepts

All Affiliations

CSIRO Manufacturing La Trobe University Monash University University of Nottingham

About

Robert M. T. Madiona is an author at CSIRO Manufacturing specializing in engineering, statistics, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	146
2	Medicine	2	2	53
3	Natural Sciences	1	1	30
4	Biomedical Engineering	1	1	28
5	Biostatistics	1	1	30

Robert M. T. Madiona

Publications

220

Citations

H-Index

Page 1

	Year	Citations
Optimal machine learning models for robust materials classification using ToF-SIMS data Robert M. T. Madiona, David A. Winkler, Benjamin W. Muir, Applied Surface Science Data ClassificationClassification MethodEngineeringMachine LearningData Mining	2019	34
Multivariate analysis of ToF‐SIMS data using mass segmented peak lists Robert M. T. Madiona, Nicholas G. Welch, Stephanie B. Russell, Surface and Interface Analysis EngineeringBiological Mass SpectrometryMass SegmentationChemistrySpectrochemical Analysis	2018	30
Surface immobilized antibody orientation determined using ToF-SIMS and multivariate analysis Nicholas G. Welch, Robert M. T. Madiona, Thomas B. Payten, Acta Biomaterialia Immunocytochemical TechniqueEngineeringBioanalysisImmunologyImmunoengineering	2017	28
ToF-SIMS and Principal Component Analysis Investigation of Denatured, Surface-Adsorbed Antibodies Nicholas G. Welch, Robert M. T. Madiona, Judith A. Scoble, Langmuir	2016	27
Surface Adsorbed Antibody Characterization Using ToF-SIMS with Principal Component Analysis and Artificial Neural Networks Nicholas G. Welch, Robert M. T. Madiona, Thomas B. Payten, Langmuir	2016	26
Distinguishing Chemically Similar Polyamide Materials with ToF-SIMS Using Self-Organizing Maps and a Universal Data Matrix Robert M. T. Madiona, Sarah E. Bamford, David A. Winkler, Analytical Chemistry EngineeringChemical AnalysisTof-sims DataComputational ChemistryChemistry	2018	25
Effect of mass segment size on polymer ToF-SIMS multivariate analysis using a universal data matrix Robert M. T. Madiona, David A. Winkler, Benjamin W. Muir, Applied Surface Science EngineeringMechanical EngineeringMass Segment SizeUniversal Data MatrixModeling And Simulation	2019	19
Rapid evaluation of immobilized immunoglobulins using automated mass-segmented ToF-SIMS Robert M. T. Madiona, Nicholas G. Welch, Benjamin W. Muir, Biointerphases	2019	11
Chromium functionalized diglyme plasma polymer coating enhances enzyme-linked immunosorbent assay performance Nicholas G. Welch, Robert M. T. Madiona, Christopher D. Easton, Biointerphases	2016	10
Information content of ToF-SIMS data: Effect of spectral binning Robert M. T. Madiona, David Alexánder, David A. Winkler, Applied Surface Science Spectral TheorySpectral BinningEngineeringData ScienceSpectral Imaging	2019	10

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