| Brain connections derived from diffusion MRI tractography can be highly anatomically accurate—if we know where white matter pathways start, where they end, and where they do … KG Schilling, L Petit, F Rheault, S Remedios, C Pierpaoli, AW Anderson, ... Brain Structure and Function 225, 2387-2402, 2020 | 79 | 2020 |
| Distributed deep learning across multisite datasets for generalized CT hemorrhage segmentation SW Remedios, S Roy, C Bermudez, MB Patel, JA Butman, BA Landman, ... Medical physics 47 (1), 89-98, 2020 | 36 | 2020 |
| Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning V Nath, P Parvathaneni, CB Hansen, AE Hainline, C Bermudez, ... Computational Diffusion MRI: International MICCAI Workshop, Granada, Spain …, 2019 | 36 | 2019 |
| Classifying magnetic resonance image modalities with convolutional neural networks S Remedios, DL Pham, JA Butman, S Roy Medical Imaging 2018: Computer-Aided Diagnosis 10575, 558-563, 2018 | 27 | 2018 |
| Federated gradient averaging for multi-site training with momentum-based optimizers SW Remedios, JA Butman, BA Landman, DL Pham Domain Adaptation and Representation Transfer, and Distributed and …, 2020 | 22 | 2020 |
| Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury S Remedios, S Roy, J Blaber, C Bermudez, V Nath, MB Patel, JA Butman, ... Medical Imaging 2019: Image Processing 10949, 68-75, 2019 | 20 | 2019 |
| HACA3: A unified approach for multi-site MR image harmonization L Zuo, Y Liu, Y Xue, BE Dewey, SW Remedios, SP Hays, M Bilgel, ... Computerized Medical Imaging and Graphics 109, 102285, 2023 | 17 | 2023 |
| Enlarged perivascular space burden associations with arterial stiffness and cognition CW Bown, OA Khan, D Liu, SW Remedios, KR Pechman, JG Terry, S Nair, ... Neurobiology of aging 124, 85-97, 2023 | 17 | 2023 |
| Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning C Bermudez, J Blaber, SW Remedios, JE Reynolds, C Lebel, M McHugo, ... Medical Imaging 2020: Image Processing 11313, 111-118, 2020 | 13 | 2020 |
| Automated classification of resting-state fMRI ICA components using a deep Siamese network Y Chou, C Chang, SW Remedios, JA Butman, L Chan, DL Pham Frontiers in neuroscience 16, 768634, 2022 | 12 | 2022 |
| Self-supervised super-resolution for anisotropic MR images with and without slice gap SW Remedios, S Han, L Zuo, A Carass, DL Pham, JL Prince, BE Dewey International Workshop on Simulation and Synthesis in Medical Imaging, 118-128, 2023 | 10 | 2023 |
| Harmonizing 1.5 T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators V Nath, S Remedios, P Parvathaneni, CB Hansen, RG Bayrak, ... Proceedings of SPIE--the International Society for Optical Engineering 10949, 2019 | 10 | 2019 |
| Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection S Remedios, Z Wu, C Bermudez, CI Kerley, S Roy, MB Patel, JA Butman, ... Medical Imaging 2020: Image Processing 11313, 66-75, 2020 | 9 | 2020 |
| Comparison of convolutional neural networks for detecting large vessel occlusion on computed tomography angiography LW Remedios, S Lingam, SW Remedios, R Gao, SW Clark, LT Davis, ... Medical physics 48 (10), 6060-6068, 2021 | 7 | 2021 |
| Joint image and label self-super-resolution SW Remedios, S Han, BE Dewey, DL Pham, JL Prince, A Carass Simulation and Synthesis in Medical Imaging: 6th International Workshop …, 2021 | 7 | 2021 |
| Deep filter bank regression for super-resolution of anisotropic MR brain images SW Remedios, S Han, Y Xue, A Carass, TD Tran, DL Pham, JL Prince International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 6 | 2022 |
| Generalizing deep whole-brain segmentation for post-contrast MRI with transfer learning C Bermudez, SW Remedios, K Ramadass, M McHugo, S Heckers, Y Huo, ... Journal of Medical Imaging 7 (6), 064004-064004, 2020 | 6 | 2020 |
| Multiple Sclerosis brain lesion segmentation with different architecture ensembles P Tohidi, SW Remedios, DL Greenman, M Shao, S Han, BE Dewey, ... Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022 | 5 | 2022 |
| Bi-directional synthesis of Pre-and Post-contrast MRI via guided feature disentanglement Y Xue, BE Dewey, L Zuo, S Han, A Carass, P Duan, SW Remedios, ... International Workshop on Simulation and Synthesis in Medical Imaging, 55-65, 2022 | 4 | 2022 |
| MR slice profile estimation by learning to match internal patch distributions S Han, S Remedios, A Carass, M Schär, JL Prince Information Processing in Medical Imaging: 27th International Conference …, 2021 | 4 | 2021 |
Bennett Allan LandmanElectrical and Computer Engineering, Vanderbilt UniversityDirección de correo verificada de vanderbilt.edu
