| Pub ID | Title | Author(s) | Year | Journal |
| 10814 | APOE alleles are associated with sex-specific structural differences in brain regions affected in Alzheimer's disease and related dementia | Chloé Savignac (+10) | 2022 | PLOS Biology |
| 4605 | Convergent molecular, cellular, and cortical neuroimaging signatures of major depressive disorder | Kevin M. Anderson (+8) | 2020 | Proceedings of the National Academy of Sciences of the United States of America |
| 9540 | Deep learning identifies partially overlapping subnetworks in the human social brain | Hannah Kiesow (+6) | 2021 | Communications Biology |
| 4638 | Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics | Tong He (+8) | 2019 | NeuroImage |
| 7495 | Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets | Marc-Andre Schulz (+7) | 2020 | Nature Communications |
| 10668 | Dissociable brain structural asymmetry patterns reveal unique phenome-wide profiles | Karin Saltoun (+6) | 2022 | Nature Human Behaviour |
| 14017 | From YouTube to the brain: Transfer learning can improve brain-imaging predictions with deep learning | Nahiyan Malik (+1) | 2022 | Neural Networks |
| 20465 | Functional Connectome Signature of General Psychopathology in Middle-aged and Older adults: Evidence from Multi-Cohort, Multi-Ethnic Analyses | Thuan Tinh Nguyen (+6) | 2026 | Imaging Neuroscience |
| 14202 | Generalizable and replicable brain-based predictions of cognitive functioning across common psychiatric illness | Sidhant Chopra (+20) | 2024 | Science Advances |
| 11074 | Home alone: A population neuroscience investigation of brain morphology substrates | MaryAnn Noonan (+2) | 2023 | NeuroImage |
| 13887 | How to remove or control confounds in predictive models, with applications to brain biomarkers | Darya Chyzhyk (+3) | 2022 | GigaScience |
| 12583 | Lacking social support is associated with structural divergences in hippocampus-default network co-variation patterns | Chris Zajner (+2) | 2022 | Social Cognitive and Affective Neuroscience |
| 17071 | Latent brain subtypes of chronotype reveal unique behavioral and health profiles across population cohorts | Le Zhou (+8) | 2025 | Nature Communications |
| 10737 | Loneliness is linked to specific subregional alterations in hippocampus-default network covariation | Chris Zajner (+2) | 2021 | Journal of Neurophysiology |
| 16389 | Longitudinal changes in brain asymmetry track lifestyle and disease | Karin Saltoun (+4) | 2025 | Nature Communications |
| 12372 | Meta-matching as a simple framework to translate phenotypic predictive models from big to small data | Tong He (+8) | 2022 | Nature Neuroscience |
| 11693 | Multilayer meta-matching: Translating phenotypic prediction models from multiple datasets to small data | Pansheng Chen (+13) | 2024 | Imaging Neuroscience |
| 15810 | Multimodal population study reveals the neurobiological underpinnings of chronotype | Le Zhou (+5) | 2025 | Nature Human Behaviour |
| 13967 | Pain can't be carved at the joints: defining function-based pain profiles and their relevance to chronic disease management in healthcare delivery design | Daniel S. Barron (+9) | 2024 | BMC Medicine |
| 5584 | Population variability in social brain morphology for social support, household size and friendship satisfaction | Arezoo Taebi (+5) | 2020 | Social Cognitive and Affective Neuroscience |
| 15908 | Protective role of parenthood on age-related brain function in mid- to late-life | Edwina R. Orchard (+8) | 2025 | Proceedings of the National Academy of Sciences of the United States of America |
| 11155 | Rare CNVs and phenome-wide profiling highlight brain structural divergence and phenotypical convergence | Jakub Kopal (+31) | 2023 | Nature Human Behaviour |
| 7948 | Serum Lipid Profiles and Cholesterol-Lowering Medication Use in Relation to Subsequent Risk of Colorectal Cancer in the UK Biobank Cohort. | Fangcheng Yuan (+5) | 2023 | Cancer Epidemiology Biomarkers & Prevention |
| 10479 | Social belonging: brain structure and function is linked to membership in sports teams, religious groups, and social clubs | Carolin Kieckhaefer (+2) | 2022 | Cerebral Cortex |
| 7965 | Social isolation is linked to classical risk factors of Alzheimer's disease-related dementias | Kimia Shafighi (+10) | 2023 | PLOS ONE |
| 12780 | Structural covariation between cerebellum and neocortex intrinsic structural covariation links cerebellum subregions to the cerebral cortex | Zilong Wang (+7) | 2024 | Journal of Neurophysiology |
| 8580 | Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants | Julius M. Kernbach (+11) | 2018 | Proceedings of the National Academy of Sciences of the United States of America |
| 5832 | The default network of the human brain is associated with perceived social isolation | R. Nathan Spreng (+15) | 2020 | Nature Communications |
| 9120 | Transcriptional and imaging-genetic association of cortical interneurons, brain function, and schizophrenia risk | Kevin M. Anderson (+5) | 2020 | Nature Communications |
| 12733 | Translating phenotypic prediction models from big to small anatomical MRI data using meta-matching | Naren Wulan (+8) | 2024 | Imaging Neuroscience |
| 5979 | Variability in Brain Structure and Function Reflects Lack of Peer Support | Matthias Schurz (+7) | 2021 | Cerebral Cortex |