Elizabeth Mamourian

Artificial Intelligence in Medicine (Canada) — Canada

Medicine · Health Sciences

18h-index1.7kcitations89works12.12yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(31), Dementia and Cognitive Impairment Research(28), Glioma Diagnosis and Treatment(22), Functional Brain Connectivity Studies(18), Bioinformatics and Genomic Networks(13)

Publications89 total

A Machine Learning‐Based MRI Marker Predicts Incident Hypertension and Mediates the Relationship Between Hypertension and Cognition
Alzheimer s & Dementia·2025Open Access
A Machine Learning‐Based MRI Marker Predicts Incident Hypertension and Mediates the Relationship Between Hypertension and Cognition
Alzheimer s & Dementia·2025Open Access
Investigating the combined effects of smoking and amyloid on brain structure in cognitively unimpaired adults using a machine learning‐based MRI marker
Alzheimer s & Dementia·2025Open Access
Genome‐wide association study of ADAS scores identifies novel loci linked to cognitive function in Alzheimer’s disease
Alzheimer s & Dementia·2025Open Access
Investigating the combined effects of smoking and amyloid on brain structure in cognitively unimpaired adults using a machine learning‐based MRI marker
Alzheimer s & Dementia·2025Open Access
A novel computational analysis integrating social determinants information from EHR and literature with Alzheimer’s disease biological knowledge through large language models and knowledge graphs
Innovation in Aging·2025· 1 citedOpen Access
DLMUSE: Robust Brain Segmentation in Seconds Using Deep Learning
Radiology Artificial Intelligence·2025
Radiomic and proteomic signatures of body mass index on brain ageing and Alzheimer's-like patterns of brain atrophy
EBioMedicine·2025· 1 citedOpen Access
Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals
Nature Communications·2025· 1 citedOpen Access
The radiogenomic and spatiogenomic landscapes of glioblastoma and their relationship to oncogenic drivers
Communications Medicine·2025· 7 citedOpen Access
Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study
Neuro-Oncology·2024· 5 citedOpen Access
Repurposing FDA-Approved Drugs Against Potential Drug Targets Involved in Brain Inflammation Contributing to Alzheimer’s Disease
Targets·2024· 2 citedOpen Access
Investigation of Brain Signatures Across Diverse Metabolic States in MCI
Alzheimer s & Dementia·2024Open Access
Genetic associations with amyloid, tau, and neurodegeneration: an ADSP neuroimaging study
Alzheimer s & Dementia·2024Open Access
NIMG-60. SUBTYPING GLIOBLASTOMA FROM JOINT CLUSTERING OF IMAGING AND GENOMIC DATA
Neuro-Oncology·2024Open Access
CTNI-31. AI-GUIDED PERSONALIZED PRECISION RADIATION THERAPY WITH TARGETED DOSE ESCALATION FOR NEWLY DIAGNOSED GLIOBLASTOMA: A MATCHED-CONTROL STUDY
Neuro-Oncology·2024· 1 citedOpen Access
Relationship between MRI brain-age heterogeneity, cognition, genetics and Alzheimer’s disease neuropathology
EBioMedicine·2024· 10 citedOpen Access
Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimer’s disease continuum
Translational Psychiatry·2024· 18 citedOpen Access
Brain aging patterns in a large and diverse cohort of 49,482 individuals
Nature Medicine·2024· 62 citedOpen Access
The genetic architecture of biological age in nine human organ systems
Nature Aging·2024· 54 citedOpen Access
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Frequent Co-authors

Christos Davatzikos(47), Haochang Shou(24), Güray Erus(22), Hamed Akbari(21), Ilya M. Nasrallah(20), Aristeidis Sotiras(19), Spyridon Bakas(19), Donald M. O’Rourke(19), John C. Morris(18), Susan M. Resnick(18), Stephen Bagley(18), Junhao Wen(18), David A. Wolk(17), Ahmed Abdulkadir(17), Chiharu Sako(16), Anahita Fathi Kazerooni(16), MacLean P. Nasrallah(16), Pamela LaMontagne(16), Mohamad Habes(15), Russell T. Shinohara(15)