Search Results for author: Mathilde Antoniades

Found 2 papers, 0 papers with code

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning

no code implementations17 Jan 2024 Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos

Machine learning has been increasingly used to obtain individualized neuroimaging signatures for disease diagnosis, prognosis, and response to treatment in neuropsychiatric and neurodegenerative disorders.

Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study

no code implementations22 Feb 2022 Dushyant Sahoo, Mathilde Antoniades, Cynthia H. Y. Fu, Christos Davatzikos

Our model can reduce diversity and improve the predictive and generalizing capability of the components.

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