Classical Statistics and Statistical Learning in Imaging Neuroscience: Two Statistical Cultures in Neuroimaging

• Accurate sex prediction of cisgender and transgender individuals without brain size bias

  2023 Scientific Reports article Medicine Sex and Gender in Healthcare Open access

  23

  citations
• Accurate sex prediction of cisgender and transgender individuals without brain size bias

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Sex and Gender in Healthcare Open access

  4

  citations
• Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles

  2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

  13

  citations
• Deep learning identifies partially overlapping subnetworks in the human social brain

  2021 Communications Biology article Neuroscience Functional Brain Connectivity Studies Open access

  15

  citations
• Multi-scale image analysis and prediction of visual field defects after selective amygdalohippocampectomy

  2021 Scientific Reports article Medicine Epilepsy research and treatment Open access

  9

  citations
• Single-subject Prediction: A Statistical Paradigm for Precision Psychiatry

  2021 Springer eBooks book-chapter Neuroscience Functional Brain Connectivity Studies

  4

  citations
• Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

  2020 Nature Communications article Computer Science Machine Learning in Healthcare Open access

  312

  citations
• Hidden population modes in social brain morphology: Its parts are more than its sum

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  2

  citations
• Patterns of autism symptoms: hidden structure in the ADOS and ADI-R instruments

  2020 Translational Psychiatry article Neuroscience Autism Spectrum Disorder Research Open access

  35

  citations
• Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists

  2020 NeuroImage article Mathematics Statistical Methods and Applications Open access

  273

  citations

10 results