Thomas Lancaster

United Kingdom

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Articles

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures - Scientific Reports

Jan 10, 2024 | nature.com | Francesco Benedetti |Kathryn Cullen |Ian H. Gotlib |J Hamilton |Thomas Lancaster |Sara Poletti | +5 more

AbstractMachine learning (ML) techniques have gained popularity in the neuroimaging field due to their potential for classifying neuropsychiatric disorders. However, the diagnostic predictive power of the existing algorithms has been limited by small sample sizes, lack of representativeness, data leakage, and/or overfitting.

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