Maciej Trzaskowski

The University of Queensland — Australia

Biochemistry, Genetics and Molecular Biology · Life Sciences

55h-index18.5kcitations130works0.82yr avg
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Research Topics

Genetic Associations and Epidemiology(67), Cognitive Abilities and Testing(28), Genetics and Neurodevelopmental Disorders(17), Birth, Development, and Health(13), Genetic Mapping and Diversity in Plants and Animals(12)

Publications114 total

Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression.
UNC Libraries·2025Open Access
Genome-wide meta-analysis of depression identifies 102 independent variants and highlights the importance of the prefrontal brain regions
UNC Libraries·2024Open Access
Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution
arXiv (Cornell University)·2024Open Access
Quantifying between-cohort and between-sex genetic heterogeneity in major depressive disorder
UNC Libraries·2024Open Access
WITHDRAWN: Genome-wide risk prediction of primary open-angle glaucoma across multiple ancestries
2023Open Access
Polygenic risk prediction: why and when out-of-sample prediction R2 can exceed SNP-based heritability
The American Journal of Human Genetics·2023· 22 citedOpen Access
Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data
2023· 8 citedOpen Access
Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology
Scientific Reports·2023· 6 citedOpen Access
Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology
Research Square (Research Square)·2022· 3 citedOpen Access
Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology
2022Open Access
Interpretable AI in Healthcare: Enhancing Fairness, Safety, and Trust
Artificial Intelligence in Medicine·2022· 23 cited
The Genetic Architecture of Depression in Individuals of East Asian Ancestry
JAMA Psychiatry·2021· 190 citedOpen Access
Identifying the Common Genetic Basis of Antidepressant Response
Biological Psychiatry Global Open Science·2021· 123 citedOpen Access
Combining glaucoma and correlated risk factors dramatically expands gene discovery for glaucoma
Investigative Ophthalmology & Visual Science·2021Open Access
Automated AI labeling of optic nerve head enables insights into cross-ancestry glaucoma risk and genetic discovery in >280,000 images from UKB and CLSA
The American Journal of Human Genetics·2021· 77 citedOpen Access
Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank
Molecular Autism·2021· 25 citedOpen Access
Verifying explainability of a deep learning tissue classifier trained on RNA-seq data
Scientific Reports·2021· 66 citedOpen Access
Additional file 2 of Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank
Figshare·2021Open Access
Automated AI labelling of optic nerve head enables new insights into cross-ancestry glaucoma risk and genetic discovery in over 280,000 images from the UK Biobank and Canadian Longitudinal Study on Aging
2020· 3 citedOpen Access
Correction: Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank
Molecular Psychiatry·2020· 1 citedOpen Access
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Frequent Co-authors

Naomi R. Wray(21), Robert Plomin(21), Stephan Ripke(19), Enda M. Byrne(17), Jonathan R. I. Coleman(16), Mark J. Adams(14), Esben Agerbo(14), Franziska Degenhardt(14), Andreas J. Forstner(14), Manuel Mattheisen(13), Abdel Abdellaoui(13), Toni‐Kim Clarke(13), Marie Bækvad‐Hansen(12), Tim B. Bigdeli(12), Erin C. Dunn(12), Josef Frank(12), Per Hoffmann(12), Till F. M. Andlauer(11), Silviu‐Alin Bacanu(11), Aartjan T.F. Beekman(11)