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Ming Liu

1PUBLICATIONS

7CO-AUTHORS

Numerical modelling and mechanical characterisation

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Publications (1)

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|Dec 23, 2025

An interpretable metabolomic-driven machine learning model for early prediction of knee structural OA progression.

Afshin Jamshidi, Guangju Zhai, Ming Liu

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Frequent Collaborators

1 joint publications

Afshin Jamshidi

1 joint publications

Guangju Zhai

1 joint publications

Weidong Zhang

1 joint publications

Graeme Jones

1 joint publications

Flavia M Cicuttini

1 joint publications

Jean-Pierre Pelletier

1 joint publications

Johanne Martel-Pelletier

Frequent Collaborators

1 joint publications

Afshin Jamshidi

1 joint publications

Guangju Zhai

1 joint publications

Weidong Zhang

1 joint publications

Graeme Jones

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