| Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ... NeuroImage 208, 116450, 2020 | 367 | 2020 |
| 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 … M Habes, R Pomponio, H Shou, J Doshi, E Mamourian, G Erus, ... Alzheimer's & Dementia 17 (1), 89-102, 2021 | 118 | 2021 |
| Histopathology‐validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo‐progression in glioblastoma H Akbari, S Rathore, S Bakas, MLP Nasrallah, G Shukla, E Mamourian, ... Cancer 126 (11), 2625-2636, 2020 | 81 | 2020 |
| Characterizing heterogeneity in neuroimaging, cognition, clinical symptoms, and genetics among patients with late-life depression J Wen, CHY Fu, D Tosun, Y Veturi, Z Yang, A Abdulkadir, E Mamourian, ... JAMA psychiatry 79 (5), 464-474, 2022 | 70 | 2022 |
| The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics S Bakas, C Sako, H Akbari, M Bilello, A Sotiras, G Shukla, JD Rudie, ... Scientific data 9 (1), 453, 2022 | 62 | 2022 |
| Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage, 208, Article 116450 R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ... | 42 | 2019 |
| Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma A Fathi Kazerooni, S Saxena, E Toorens, D Tu, V Bashyam, H Akbari, ... Scientific Reports 12 (1), 8784, 2022 | 36 | 2022 |
| Schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population GB Chand, P Singhal, DB Dwyer, J Wen, G Erus, J Doshi, D Srinivasan, ... American Journal of Psychiatry 179 (9), 650-660, 2022 | 26 | 2022 |
| Quantification of tumor microenvironment acidity in glioblastoma using principal component analysis of dynamic susceptibility contrast enhanced MR imaging H Akbari, AF Kazerooni, JB Ware, E Mamourian, H Anderson, S Guiry, ... Scientific reports 11 (1), 15011, 2021 | 17 | 2021 |
| iSTAGING consortium, the Preclinical AD consortium, the ADNI, and the CARDIA studies. The brain chart of aging: machine-learning analytics reveals links between brain aging … M Habes, R Pomponio, H Shou, J Doshi, E Mamourian, G Erus, ... Alzheimers Dement 17 (1), 89-102, 2021 | 17 | 2021 |
| Disentangling Alzheimer’s disease neurodegeneration from typical brain ageing using machine learning G Hwang, A Abdulkadir, G Erus, M Habes, R Pomponio, H Shou, J Doshi, ... Brain Communications 4 (3), fcac117, 2022 | 13 | 2022 |
| Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering Z Yang, J Wen, A Abdulkadir, Y Cui, G Erus, E Mamourian, R Melhem, ... Nature communications 15 (1), 354, 2024 | 11 | 2024 |
| Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study Z Zhou, H Li, D Srinivasan, A Abdulkadir, IM Nasrallah, J Wen, J Doshi, ... NeuroImage 269, 119911, 2023 | 11 | 2023 |
| Genetic, clinical underpinnings of subtle early brain change along Alzheimer’s dimensions J Wen, Z Yang, IM Nasrallah, Y Cui, G Erus, D Srinivasan, A Abdulkadir, ... bioRxiv, 2022.09. 16.508329, 2022 | 10 | 2022 |
| Nimg-40. non-invasive in vivo signature of idh1 mutational status in high grade glioma, from clinically-acquired multi-parametric magnetic resonance imaging, using multivariate … S Bakas, S Rathore, ML Nasrallah, H Akbari, Z Binder, SM Ha, ... Neuro-oncology 20 (suppl_6), vi184-vi185, 2018 | 9 | 2018 |
| Genomic loci influence patterns of structural covariance in the human brain J Wen, IM Nasrallah, A Abdulkadir, TD Satterthwaite, Z Yang, G Erus, ... Proceedings of the National Academy of Sciences 120 (52), e2300842120, 2023 | 7 | 2023 |
| The genetic architecture of multimodal human brain age J Wen, B Zhao, Z Yang, G Erus, I Skampardoni, E Mamourian, Y Cui, ... Nature communications 15 (1), 2604, 2024 | 6 | 2024 |
| Association of brain microbleeds with risk factors, cognition, and MRI markers in MESA PN Jensen, T Rashid, JB Ware, Y Cui, CM Sitlani, TR Austin, ... Alzheimer's & Dementia 19 (9), 4139-4149, 2023 | 6 | 2023 |
| Non-invasive determination of the O6-methylguanine-DNA-methyltransferase (MGMT) promoter methylation status in glioblastoma (GBM) using magnetic … S Rathore, S Bakas, MLP Nasrallah, SJ Bagley, H Akbari, SM Ha, ... Journal of Clinical Oncology 36 (15_suppl), 2051-2051, 2018 | 6 | 2018 |
| The genetic architecture of biological age in nine human organ systems J Wen, YE Tian, I Skampardoni, Z Yang, Y Cui, F Anagnostakis, ... Nature Aging, 1-18, 2024 | 5 | 2024 |
