| 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 | 337 | 2020 |
| MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah, M Truelove-Hill, ... Brain 143 (7), 2312-2324, 2020 | 232 | 2020 |
| Deep generative medical image harmonization for improving cross‐site generalization in deep learning predictors VM Bashyam, J Doshi, G Erus, D Srinivasan, A Abdulkadir, A Singh, ... Journal of Magnetic Resonance Imaging 55 (3), 908-916, 2022 | 54 | 2022 |
| GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows S Pati, SP Thakur, İE Hamamcı, U Baid, B Baheti, M Bhalerao, O Güley, ... Communications Engineering 2 (1), 23, 2023 | 45 | 2023 |
| Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization F Hu, AA Chen, H Horng, V Bashyam, C Davatzikos, A Alexander-Bloch, ... NeuroImage, 120125, 2023 | 37 | 2023 |
| A multidimensional neural maturation index reveals reproducible developmental patterns in children and adolescents M Truelove-Hill, G Erus, V Bashyam, E Varol, C Sako, RC Gur, RE Gur, ... Journal of Neuroscience 40 (6), 1265-1275, 2020 | 35 | 2020 |
| 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 | 29 | 2022 |
| Applications of generative adversarial networks in neuroimaging and clinical neuroscience R Wang, V Bashyam, Z Yang, F Yu, V Tassopoulou, SS Chintapalli, ... Neuroimage 269, 119898, 2023 | 26 | 2023 |
| Medical image harmonization using deep learning based canonical mapping: Toward robust and generalizable learning in imaging VM Bashyam, J Doshi, G Erus, D Srinivasan, A Abdulkadir, M Habes, ... arXiv preprint arXiv:2010.05355, 2020 | 19 | 2020 |
| Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias RJ Jirsaraie, T Kaufmann, V Bashyam, G Erus, JL Luby, LT Westlye, ... Human Brain Mapping 44 (3), 1118-1128, 2023 | 15 | 2023 |
| The iSTAGING and PHENOM consortia.(2021). Deep Generative Medical Image Harmonization for Improving Cross‐Site Generalization in Deep Learning Predictors VM Bashyam, J Doshi, G Erus, D Srinivasan, A Abdulkadir, A Singh, ... Journal of Magnetic Resonance Imaging, jmri 27908, 0 | 7 | |
| Reply: From ‘loose fitting’to high-performance, uncertainty-aware brain-age modelling V Bashyam, H Shou, C Davatzikos Brain 144 (3), e32-e32, 2021 | 6 | 2021 |
| Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ... bioRxiv, 784363, 2019 | 4 | 2019 |
| Brain-predicted age difference estimated using DeepBrainNet is significantly associated with pain and function—A multi-institutional and multiscanner study PA Valdes-Hernandez, CL Nodarse, AJ Johnson, S Montesino-Goicolea, ... Pain, 10.1097, 2022 | 3 | 2022 |
| NIMG-66. AI-based prognostic imaging biomarkers for precision neurooncology and the respond consortium C Davatzikos, C Badve, AF Kazerooni, V Bashyam, S Bakas, R Colen, ... Neuro-oncology 22 (Supplement_2), ii162-ii163, 2020 | 2 | 2020 |
| Characterizing brain age in the Alzheimer's disease connectome project using a deep neural network pre‐trained on the UK Biobank N Adluru, VA Nair, V Prabhakaran, V Bashyam, SJ Li, OC Okonkwo, ... Alzheimer's & Dementia 17, e057535, 2021 | 1 | 2021 |
| EPCO-25. MULTI-OMICS DISEASE STRATIFICATION IN PATIENTS WITH IDH-WILDTYPE GLIOBLASTOMA: SYNERGISTIC VALUE OF CLINICAL MEASURES, CONVENTIONAL AND DEEP RADIOMICS, AND GENOMICS … AF Kazerooni, S Saxena, D Tu, E Toorens, V Bashyam, H Akbari, ... Neuro-Oncology 23 (Supplement_6), vi7-vi7, 2021 | 1 | 2021 |
| Multi-omic prediction of overall survival in patients with glioblastoma: Additive and synergistic value of clinical measures, radiomics, and genomics AF Kazerooni, S Saxena, E Toorens, D Tu, V Bashyam, H Akbari, ... | 1 | 2021 |
| Accelerated Brain Aging Mediates the Association Between Psychological Profiles and Clinical Pain in Knee Osteoarthritis PA Valdes-Hernandez, AJ Johnson, S Montesino-Goicolea, CL Nodarse, ... The Journal of Pain 25 (5), 104423, 2024 | | 2024 |
| MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14468 individuals worldwide (vol 143, pg 2312, 2020) VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah, M Truelove-Hill, ... BRAIN 144, 2021 | | 2021 |
