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Adora M. DSouza
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2020 – today
- 2022
- [j5]Natasha L. Taylor
, Adora M. DSouza, B. R. Munn, Jinglei Lv
Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks. NeuroImage 260: 119455 (2022) - [j4]Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, M. Ali Vosoughi, Christopher Gange
Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 5 (2022) - [c28]Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP 2022: 5103-5107 - [c27]Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin:
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c26]Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin:
Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c25]Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin:
Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). Computer-Aided Diagnosis 2022 - [i5]Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin:
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. CoRR abs/2205.03029 (2022) - 2021
- [c24]Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin:
Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - 2020
- [c23]Seyed Saman Saboksayr, Adora M. DSouza, John J. Foxe, Axel Wismüller:
Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131703 - [i4]Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR abs/2006.06805 (2020) - [i3]Axel Wismüller, Adora M. DSouza, Anas Z. Abidin:
Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data. CoRR abs/2009.04681 (2020)
2010 – 2019
- 2019
- [j3]Udaysankar Chockanathan
Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI. Comput. Biol. Medicine 106: 24-30 (2019) - [c22]Anas Z. Abidin, Irfaan Dar, Adora M. D'Souza, Edward P. Lin, Axel Wismüller:
Investigating a quantitative radiomics approach for brain tumor classification. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530B - [c21]Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531D - [c20]Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline. Computer-Aided Diagnosis 2019: 109503F - [c19]Anas Z. Abidin, Adora M. DSouza, Axel Wismüller:
Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality. Image Processing 2019: 109490M - 2018
- [j2]Anas Z. Abidin
Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. Comput. Biol. Medicine 95: 24-33 (2018) - [j1]Adora M. DSouza, Anas Z. Abidin
Mutual connectivity analysis of resting-state functional MRI data with local models. NeuroImage 178: 210-223 (2018) - [c18]Anas Zainul Abidin
Investigating directed functional connectivity between the resting state networks of the human brain using mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780A - [c17]Udaysankar Chockanathan
Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780B - [c16]Adora M. DSouza, Anas Z. Abidin
Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780C - [c15]Udaysankar Chockanathan
Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI. Computer-Aided Diagnosis 2018: 105750Z - [c14]Adora M. DSouza, Anas Z. Abidin
Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. Image Processing 2018: 105740Y - [c13]Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin
MRI tumor segmentation with densely connected 3D CNN. Image Processing 2018: 105741F - [i2]Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu:
MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR abs/1802.02427 (2018) - 2017
- [c12]Anas Z. Abidin
Using large-scale Granger causality to study changes in brain network properties in the Clinically Isolated Syndrome (CIS) stage of multiple sclerosis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371B - [c11]Adora M. DSouza, Anas Z. Abidin
Investigating changes in resting-state connectivity from functional MRI data in patients with HIV associated neurocognitive disorder using MCA and machine learning. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371C - [c10]Botao Deng, Anas Z. Abidin
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. Computer-Aided Diagnosis 2017: 1013412 - [c9]Adora M. DSouza, Anas Z. Abidin
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. Image Processing 2017: 101330M - 2016
- [c8]Anas Zainul Abidin
Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880N - [c7]Adora M. D'Souza, Anas Zainul Abidin
Large-scale Granger causality analysis on resting-state functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880L - [c6]Adora M. D'Souza, Anas Zainul Abidin
Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880K - [c5]Anas Zainul Abidin
Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA). Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97881W - [c4]Axel Wismüller, Anas Z. Abidin
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering. WSOM 2016: 217-226 - 2015
- [c3]Axel Wismüller, Anas Z. Abidin
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94170M - [c2]Xixi Wang, Mahesh B. Nagarajan, Anas Z. Abidin
Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171N - [c1]Axel Wismüller, Adora M. DSouza, Anas Z. Abidin
Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171M - 2014
- [i1]Axel Wismüller, Xixi Wang, Adora M. DSouza, Mahesh B. Nagarajan:
A Framework for Exploring Non-Linear Functional Connectivity and Causality in the Human Brain: Mutual Connectivity Analysis (MCA) of Resting-State Functional MRI with Convergent Cross-Mapping and Non-Metric Clustering. CoRR abs/1407.3809 (2014)
Coauthor Index
aka: Anas Zainul Abidin
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