selected publications
- Feature selection leads to divergent neurobiological interpretations of brain-based machine learning biomarkers. Nature human behaviour. 2026 Academic Article GET IT
- Optimizing functional connectivity scanning conditions for predicting autistic traits. medRxiv : the preprint server for health sciences. 2026 Article GET IT
- Overlooked features lead to divergent neurobiological interpretations of brain-based machine learning biomarkers. bioRxiv : the preprint server for biology. 2025 Article GET IT
- BrainEffeX: A Web App for Exploring fMRI Effect Sizes. Aperture neuro. 2025 Academic Article GET IT
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Variation in moment-to-moment brain state engagement follows a consistent trajectory during development.
Neuron.
2025
Academic Article
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Times cited: 2 - Functional Connectome Correlates of Laterality Preferences: Insights into Hand, Foot, and Eye Dominance across the Lifespan. eNeuro. 2025 Academic Article GET IT
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Brain handedness associations depend on how and when handedness is measured.
Scientific reports.
2025
Academic Article
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Times cited: 2 -
Brain-phenotype predictions of language and executive function can survive across diverse real-world data: Dataset shifts in developmental populations.
Developmental cognitive neuroscience.
2024
Academic Article
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Times cited: 7 - Variation in moment-to-moment brain state engagement changes across development and contributes to individual differences in executive function. bioRxiv : the preprint server for biology. 2024 Article GET IT
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Power and reproducibility in the external validation of brain-phenotype predictions.
Nature human behaviour.
2024
Academic Article
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Times cited: 8 -
Edge-centric network control on the human brain structural network.
Imaging neuroscience (Cambridge, Mass.).
2024
Academic Article
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Times cited: 2 -
Data leakage inflates prediction performance in connectome-based machine learning models.
Nature communications.
2024
Academic Article
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Times cited: 93 - Brain-phenotype predictions can survive across diverse real-world data. bioRxiv : the preprint server for biology. 2024 Article GET IT
- The effects of data leakage on connectome-based machine learning models. bioRxiv : the preprint server for biology. 2023 Article GET IT
- Power and reproducibility in the external validation of brain-phenotype predictions. bioRxiv : the preprint server for biology. 2023 Article GET IT
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Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available.
Medical image analysis.
2023
Academic Article
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Times cited: 7 -
Heightened sensitivity to high-calorie foods in children at risk for obesity: insights from behavior, neuroimaging, and genetics.
Brain imaging and behavior.
2023
Academic Article
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Times cited: 6 -
Leveraging edge-centric networks complements existing network-level inference for functional connectomes.
NeuroImage.
2022
Academic Article
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Times cited: 7 -
Machine Learning and Prediction in Fetal, Infant, and Toddler Neuroimaging: A Review and Primer.
Biological psychiatry.
2022
Information Resource
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Times cited: 22 -
Foxa2 and Pet1 Direct and Indirect Synergy Drive Serotonergic Neuronal Differentiation.
Frontiers in neuroscience.
2022
Academic Article
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Times cited: 1 -
Predicting the future of neuroimaging predictive models in mental health.
Molecular psychiatry.
2022
Information Resource
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Times cited: 41 -
Functional Connectome-Based Predictive Modeling in Autism.
Biological psychiatry.
2022
Information Resource
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Times cited: 33 -
Large-scale differences in functional organization of left- and right-handed individuals using whole-brain, data-driven analysis of connectivity.
NeuroImage.
2022
Academic Article
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Times cited: 30 -
A protocol for working with open-source neuroimaging datasets.
STAR protocols.
2022
Academic Article
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Times cited: 2 -
Big data approaches to identifying sex differences in long-term memory.
Cognitive neuroscience.
2020
Article
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Times cited: 1