| Automated classification of depression from structural brain measures across two independent community‐based cohorts A Stolicyn, MA Harris, X Shen, MC Barbu, MJ Adams, EL Hawkins, ... Human brain mapping 41 (14), 3922-3937, 2020 | 30 | 2020 |
| Predicting sex, age, general cognition and mental health with machine learning on brain structural connectomes HW Yeung, A Stolicyn, CR Buchanan, EM Tucker‐Drob, ME Bastin, S Luz, ... Human Brain Mapping 44 (5), 1913-1933, 2023 | 11 | 2023 |
| Spectral clustering based on structural magnetic resonance imaging and its relationship with major depressive disorder and cognitive ability HW Yeung, X Shen, A Stolicyn, L De Nooij, MA Harris, L Romaniuk, ... European Journal of Neuroscience 54 (6), 6281-6303, 2021 | 11 | 2021 |
| Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants HW Yeung, S Luz, SR Cox, CR Buchanan, HC Whalley, KM Smith 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 6 | 2020 |
| A comprehensive hierarchical comparison of structural connectomes in Major Depressive Disorder cases v. controls in two large population samples G Thng, X Shen, A Stolicyn, MJ Adams, HW Yeung, V Batziou, ... Psychological Medicine, 1-12, 2024 | | 2024 |
| Classification accuracy of structural and functional connectomes across different depressive phenotypes HW Yeung, A Stolicyn, X Shen, MJ Adams, L Romaniuk, G Thng, ... Imaging Neuroscience 2, 1-24, 2024 | | 2024 |
| Exploring the efficacy of a graph classification GNN in learning non-linear graph metrics S Maurya, HW Yeung, KM Smith Complex Networks 2023, 2023 | | 2023 |
| Application of machine learning methods to brain morphometry and connectivity data for major depressive disorder HW Yeung The University of Edinburgh, 2023 | | 2023 |
| Spectral clustering based on structural magnetic resonance imaging and its relationship with major depressive disorder and cognitive ability (vol 54, pg 6281, 2021) HW Yeung, X Shen, A Stolicyn, L de Nooij, MA Harris, L Romaniuk, ... EUROPEAN JOURNAL OF NEUROSCIENCE 56 (5), 4700-4700, 2022 | | 2022 |
| The role of attractive and repulsive forces in generating stability on latent space social networks HW Yeung, D Kafetzaki, A Swain, W Fagan, D Daems, K Smith Networks 2021, Date: 2021/07/05-2021/07/10, Location: Bloomington, Indiana, 2021 | | 2021 |
| Clustering Based on sMRI and Relationships with Cognition, Personality Traits and Depression. HW Yeung, X Shen, A Stolicyn, M Harris, L De Nooij, A McIntosh, S Cox, ... | | |
