Adora M. DSouza

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 27

Top Topics

Complex Systems

Granger Causality

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Publications

Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP (2022)
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 (2022)
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). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, M. Ali Vosoughi, Christopher Gange, Isabel O. Cortopassi, Gracijela Bozovic, Alexander A. Bankier, Kiran Batra, Yosef Chodakiewitz, Yin Xi, Christopher T. Whitlow, Janardhana Ponnatapura, Gary J. Wendt, Eric P. Weinberg, Larry Stockmaster, David A. Shrier, Min Chul Shin, Roshan Modi, Hao Steven Lo, Seth Kligerman, Aws Hamid, Lewis D. Hahn, Glenn M. Garcia, Jonathan H. Chung, Talissa Altes, Suhny Abbara, Anna S. Bader
Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 5 (2022)
Natasha L. Taylor, Adora M. DSouza, B. R. Munn, J. Lv, Laszlo Zaborszky, Eli J. Müller, G. Wainstein, Fernando Calamante, James M. Shine
Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks. NeuroImage 260 (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
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). Medical Imaging: Computer-Aided Diagnosis (2022)
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). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
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. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR (2020)
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 (2020)
Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI. Comput. Biol. Medicine 106 (2019)
Anas Z. Abidin, Adora M. DSouza, Axel Wismüller
Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality. Medical Imaging: Image Processing (2019)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline. Medical Imaging: Computer-Aided Diagnosis (2019)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Axel Wismüller
Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. Medical Imaging: Image Processing (2018)
Udaysankar Chockanathan, Anas Z. Abidin, Adora M. DSouza, Giovanni Schifitto, Axel Wismüller
Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
MRI tumor segmentation with densely connected 3D CNN. Medical Imaging: Image Processing (2018)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Lutz Leistritz, Axel Wismüller
Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR (2018)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Giovanni Schifitto, Axel Wismüller
Mutual connectivity analysis of resting-state functional MRI data with local models. NeuroImage 178 (2018)
Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Computer-Aided Diagnosis (2018)
Anas Z. Abidin, Botao Deng, Adora M. DSouza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. Comput. Biol. Medicine 95 (2018)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Investigating changes in resting-state connectivity from functional MRI data in patients with HIV associated neurocognitive disorder using MCA and machine learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Anas Z. Abidin, Udaysankar Chockanathan, Adora M. DSouza, Matilde Inglese, Axel Wismüller
Using large-scale Granger causality to study changes in brain network properties in the Clinically Isolated Syndrome (CIS) stage of multiple sclerosis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Adora M. DSouza, Anas Z. Abidin, Lutz Leistritz, Axel Wismüller
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Image Processing (2017)
Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering. WSOM (2016)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, Xixi Wang, Susan K. Hobbs, Mahesh B. Nagarajan
Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
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 (2014)