Ioanna Skampardoni

National Technical University of Athens — Greece

Biochemistry, Genetics and Molecular Biology · Life Sciences

11h-index598citations26works15.32yr avg
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Research Topics

Genetic Associations and Epidemiology(9), Bioinformatics and Genomic Networks(9), Dementia and Cognitive Impairment Research(8), Functional Brain Connectivity Studies(6), Machine Learning in Healthcare(5)

Publications26 total

Dominant Trajectories of Aging‐related Brain Atrophy Identified in 48,949 Individuals via a coupled Cross‐sectional and Longitudinal Non‐negative Matrix Factorization
Alzheimer s & Dementia·2025Open Access
Neuroimaging endophenotypes reveal underlying mechanisms and genetic factors contributing to progression and development of four brain disorders
Nature Biomedical Engineering·2025· 10 cited
Radiomic and proteomic signatures of body mass index on brain ageing and Alzheimer's-like patterns of brain atrophy
EBioMedicine·2025· 1 citedOpen Access
A comprehensive interpretable machine learning framework for mild cognitive impairment and Alzheimer’s disease diagnosis
Scientific Reports·2025· 19 citedOpen Access
A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis
arXiv (Cornell University)·2024Open Access
The genetic architecture of biological age in nine human organ systems
Nature Aging·2024· 54 citedOpen Access
Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories
2024
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning
Biological Psychiatry·2024· 20 citedOpen Access
The genetic architecture of multimodal human brain age
Nature Communications·2024· 58 citedOpen Access
Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals
JAMA Psychiatry·2024· 21 citedOpen Access
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning
PubMed·2024Open Access
Radiomic and Proteomic Signatures of Body Mass Index on Brain Aging and Alzheimer'S-Like Patterns of Atrophy
SSRN Electronic Journal·2024Open Access
Genomic loci influence patterns of structural covariance in the human brain
Proceedings of the National Academy of Sciences·2023· 35 citedOpen Access
Novel genomic loci shape two neuroanatomical dimensions of AD in non‐demented populations
Alzheimer s & Dementia·2023Open Access
Novel genomic loci shape two neuroanatomical dimensions of AD in non‐demented populations
Alzheimer s & Dementia·2023Open Access
Artificial intelligence reveals brain aging patterns in 27,402 individuals without diagnosed cognitive impairment that are linked to genetics, biomedical measures, and cognitive decline
Alzheimer s & Dementia·2023Open Access
Neuroimaging-AI endophenotypes reveal underlying mechanisms and genetic factors contributing to progression and development of four brain disorders
2023· 10 citedOpen Access
The Genetic Architecture of Biological Age in Nine Human Organ Systems
2023· 17 citedOpen Access
The Genetic Architecture of Multimodal Human Brain Age
2023· 6 citedOpen Access
Applications of generative adversarial networks in neuroimaging and clinical neuroscience
NeuroImage·2023· 86 citedOpen Access
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Frequent Co-authors

Christos Davatzikos(25), Junhao Wen(18), Haochang Shou(17), Güray Erus(15), Zhijian Yang(14), Elizabeth Mamourian(14), Li Shen(13), Ilya M. Nasrallah(12), Arthur W. Toga(10), Gyujoon Hwang(10), Ahmed Abdulkadir(9), Yuhan Cui(8), Konstantina S. Nikita(8), Yuhan Cui(8), Dhivya Srinivasan(7), Paul M. Thompson(7), Ashish Singh(6), Mohamad Habes(6), Aristeidis Sotiras(6), Andrew J. Saykin(6)