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Adora DSouza
Adora DSouza
Verified email at rochester.edu
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Cited by
Year
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
1442018
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
832018
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
672017
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
662018
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
622019
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
612014
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
522021
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
452018
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
392015
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
352017
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
332019
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
332016
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
302020
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
282019
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
252016
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
242018
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
222020
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
152022
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
122018
Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting
A Wismüller, AM DSouza, AZ Abidin, M Ali Vosoughi, C Gange, ...
NPJ Digital Medicine 5 (1), 120, 2022
82022
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