Expectations for artificial intelligence (AI) in psychiatry
Abstract Purpose of Review Artificial intelligence (AI) is often presented as a transformative
technology for clinical medicine even though the current technology maturity of AI is low. The …
technology for clinical medicine even though the current technology maturity of AI is low. The …
From YouTube to the brain: Transfer learning can improve brain-imaging predictions with deep learning
Deep learning has recently achieved best-in-class performance in several fields, including
biomedical domains such as X-ray images. Yet, data scarcity poses a strict limit on training …
biomedical domains such as X-ray images. Yet, data scarcity poses a strict limit on training …
[PDF][PDF] Profiling intra-and inter-individual differences in child and adolescent brain development
As we move toward population-level developmental neuroscience, understanding intra-and
interindividual variability in brain maturation and sources of neurodevelopmental …
interindividual variability in brain maturation and sources of neurodevelopmental …
Evidence for Embracing Normative Modeling
In this work, we expand the normative model repository introduced in Rutherford et
al.(2022a) to include normative models charting lifespan trajectories of structural surface …
al.(2022a) to include normative models charting lifespan trajectories of structural surface …
Towards 3D Deep Learning for neuropsychiatry: predicting Autism diagnosis using an interpretable Deep Learning pipeline applied to minimally processed structural …
By capitalizing on the power of multivariate analyses of large datasets, predictive modeling
approaches are enabling progress toward robust and reproducible brain-based markers of …
approaches are enabling progress toward robust and reproducible brain-based markers of …
Using the Excitation/Inhibition Ratio to Optimize the Classification of Autism and Schizophrenia
The excitation/inhibition (E/I) ratio has been shown to be imbalanced in individuals
diagnosed with autism (AT) or schizophrenia (SZ), relative to neurotypically developed …
diagnosed with autism (AT) or schizophrenia (SZ), relative to neurotypically developed …