Towards algorithmic analytics for large-scale datasets

• Bayesian stroke modeling details sex biases in the white matter substrates of aphasia

  2023 Communications Biology article Neuroscience Neurobiology of Language and Bilingualism Open access

  7

  citations
• Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity

  2022 Cerebral Cortex article Neuroscience Functional Brain Connectivity Studies Open access

  4

  citations
• Dissecting the midlife crisis: disentangling social, personality and demographic determinants in social brain anatomy

  2021 Communications Biology article Neuroscience Functional Brain Connectivity Studies Open access

  36

  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
• Prediction, Not Association, Paves the Road to Precision Medicine

  2020 JAMA Psychiatry article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology

  123

  citations
• Inferring disease subtypes from clusters in explanation space

  2020 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

  32

  citations
• Population variability in social brain morphology for social support, household size and friendship satisfaction

  2020 Social Cognitive and Affective Neuroscience article Psychology Neuroendocrine regulation and behavior Open access

  17

  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

8 results