Elizabeth Mamourian

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

Raymond Pomponio, Güray Erus, Mohamad Habes et al. · NeuroImage · 2019 · 539 citations · Full text

Medicine, Neurobiology, Neuroscience +14

The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

Mohamad Habes, Raymond Pomponio, Haochang Shou et al. · Alzheimer s & Dementia · 2020 · 176 citations · Full text

Medicine, Neurology, Neuroscience +14

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Spyridon Bakas, Chiharu Sako, Hamed Akbari et al. · Scientific Data · 2022 · 168 citations · Full text

Medicine, Oncology, Radiology +17

Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression

Junhao Wen, Cynthia H.Y. Fu, Duygu Tosun et al. · JAMA Psychiatry · 2022 · 147 citations · Full text

Medicine, Neuroscience, Psychiatry +17

Histopathology‐validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo‐progression in glioblastoma

Hamed Akbari, Saima Rathore, Spyridon Bakas et al. · Cancer · 2020 · 92 citations · Full text

Medicine, Oncology, Radiology +17