| MRI tumor segmentation with densely connected 3D CNN L Chen, Y Wu, AM DSouza, AZ Abidin, A Wismüller, C Xu Medical imaging 2018: image processing 10574, 357-364, 2018 | 129 | 2018 |
| Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage AZ Abidin, B Deng, AM DSouza, MB Nagarajan, P Coan, A Wismüller Computers in biology and medicine 95, 24-33, 2018 | 80 | 2018 |
| Exploring connectivity with large-scale Granger causality on resting-state functional MRI AM DSouza, AZ Abidin, L Leistritz, A Wismüller Journal of neuroscience methods 287, 68-79, 2017 | 67 | 2017 |
| Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective AZ Abidin, AM DSouza, MB Nagarajan, L Wang, X Qiu, G Schifitto, ... NeuroImage: Clinical 17, 768-777, 2018 | 65 | 2018 |
| Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI U Chockanathan, AM DSouza, AZ Abidin, G Schifitto, A Wismüller Computers in biology and medicine 106, 24-30, 2019 | 60 | 2019 |
| A framework for exploring non-linear functional connectivity and causality in the human brain: mutual connectivity analysis (mca) of resting-state functional MRI with … A Wismüller, X Wang, AM DSouza, MB Nagarajan arXiv preprint arXiv:1407.3809, 2014 | 57 | 2014 |
| Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data A Wismüller, AM Dsouza, MA Vosoughi, A Abidin Scientific reports 11 (1), 7817, 2021 | 46 | 2021 |
| Mutual connectivity analysis of resting-state functional MRI data with local models AM DSouza, AZ Abidin, U Chockanathan, G Schifitto, A Wismüller NeuroImage 178, 210-223, 2018 | 44 | 2018 |
| Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering A Wismüller, AZ Abidin, AM D'Souza, X Wang, SK Hobbs, L Leistritz, ... Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and …, 2015 | 35 | 2015 |
| Using large-scale Granger causality to study changes in brain network properties in the clinically isolated syndrome (CIS) stage of multiple sclerosis AZ Abidin, U Chockanathan, AM DSouza, M Inglese, A Wismüller Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and …, 2017 | 33 | 2017 |
| Investigating a quantitative radiomics approach for brain tumor classification AZ Abidin, I Dar, AM D'Souza, EP Lin, A Wismüller Medical imaging 2019: biomedical applications in molecular, structural, and …, 2019 | 32 | 2019 |
| Mutual connectivity analysis (MCA) for nonlinear functional connectivity network recovery in the human brain using convergent cross-mapping and non-metric clustering A Wismüller, AZ Abidin, AM DSouza, MB Nagarajan Advances in Self-Organizing Maps and Learning Vector Quantization …, 2016 | 32 | 2016 |
| Detecting cognitive impairment in HIV-infected individuals using mutual connectivity analysis of resting state functional MRI AZ Abidin, AM DSouza, G Schifitto, A Wismüller Journal of neurovirology 26, 188-200, 2020 | 28 | 2020 |
| Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis AM DSouza, AZ Abidin, A Wismüller Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019 | 27 | 2019 |
| Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using Mutual Connectivity Analysis (MCA) AZ Abidin, AM D'Souza, MB Nagarajan, A Wismüller Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and …, 2016 | 24 | 2016 |
| Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI U Chockanathan, AZ Abidin, AM DSouza, G Schifitto, A Wismüller Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and …, 2018 | 23 | 2018 |
| Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data A Wismüller, AM DSouza, AZ Abidin arXiv preprint arXiv:2009.04681, 2020 | 21 | 2020 |
| Relation discovery in nonlinearly related large-scale settings A Vosoughi, A DSouza, A Abidin, A Wismüller ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 14 | 2022 |
| Medical Imaging 2018: Image Processing L Chen, Y Wu, AM DSouza, AZ Abidin, A Wismüller, C Xu MRI Tumor Segmentation With Densely Connected 3D CNN 10574, 105741F, 2018 | 11 | 2018 |
| MRI tumor segmentation with densely connected 3D CNN AM DSouza, L Chen, Y Wu, AZ Abidin, C Xu, A Wismüller Int. Soc. Opt. Photonics 10574, 105741F, 2018 | 10 | 2018 |
