Slade Matthews

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Senior Lecturer

University of Sydney

Australia

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Recent Grants

Grant: Close

Metabolism-Aware Strain-Specific Model for Ames Mutagenicity Prediction Using Multitask Deep Learning

Open Date: 2019-08-01

Close Date: 2020-02-01

Articles (5)

Year:

2023

Year:

2023

Year:

2021

Year:

2020

Year:

2020

Collaborators (5)

Kiaran Kirk

The Australian National University

AUSTRALIA

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Thomas Whitehead

Head of Machine Learning

UNITED KINGDOM

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Murray Robertson

University Of Strathclyde

UNITED KINGDOM

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Alice Motion

Associate Professor, Westpac Research Fellow and Deputy Director Sydney Nano

University of Sydney

AUSTRALIA

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Adele Lehane

Australian National University

AUSTRALIA

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Slade Matthews

Research Interests

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Contact this professor

Recent Grants

Articles (5)

Mechanistic Task Groupings Enhance Multitask Deep Learning of Strain-Specific Ames Mutagenicity

Multiple Instance Learning Improves Ames Mutagenicity Prediction for Problematic Molecular Species

An Open Drug Discovery Competition: Experimental Validation of Predictive Models in a Series of Novel Antimalarials.

LogP prediction performance with the SMD solvation model and the M06 density functional family for SAMPL6 blind prediction challenge molecules

A comparison of molecular representations for lipophilicity quantitative structure–property relationships with results from the SAMPL6 logP Prediction Challenge

Collaborators (5)

Kiaran Kirk

Thomas Whitehead

Murray Robertson

Alice Motion

Adele Lehane

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