Adora M. DSouza

29 papers B 4Misc 1Journal 10Unranked 14

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 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
2022	—	`conf`	Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). Computer-Aided Diagnosis Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	—	`conf`	Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	—	`conf`	Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	J	`jnl`	Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. CoRR Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	Misc	`conf`	Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
2022	J	`jnl`	Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks. NeuroImage Natasha L. Taylor, Adora M. DSouza, Brandon R. Munn, Jinglei Lv, Laszlo Zaborszky, Eli J. Müller, G. Wainstein, Fernando Calamante, James M. Shine
2021	—	`conf`	Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin
2020	J	`jnl`	Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
2020	—	`conf`	Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging Seyed Saman Saboksayr, Adora M. DSouza, John J. Foxe, Axel Wismüller
2020	J	`jnl`	Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data. CoRR Axel Wismüller, Adora M. DSouza, Anas Z. Abidin
2019	J	`jnl`	Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI. Comput. Biol. Medicine Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
2019	—	`conf`	Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline. Computer-Aided Diagnosis Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
2019	—	`conf`	Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
2019	B	`conf`	Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality. Image Processing Anas Z. Abidin, Adora M. DSouza, Axel Wismüller
2018	J	`jnl`	Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. Comput. Biol. Medicine Anas Z. Abidin, Botao Deng, Adora M. DSouza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
2018	—	`conf`	Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI. Computer-Aided Diagnosis Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
2018	—	`conf`	Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. Biomedical Applications in Molecular, Structural, and Functional Imaging Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Lutz Leistritz, Axel Wismüller
2018	J	`jnl`	MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
2018	B	`conf`	MRI tumor segmentation with densely connected 3D CNN. Image Processing Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
2018	J	`jnl`	Mutual connectivity analysis of resting-state functional MRI data with local models. NeuroImage Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Giovanni Schifitto, Axel Wismüller
2018	B	`conf`	Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. Image Processing Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Axel Wismüller
2018	—	`conf`	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 Udaysankar Chockanathan, Anas Z. Abidin, Adora M. DSouza, Giovanni Schifitto, Axel Wismüller
2017	B	`conf`	Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. Image Processing Adora M. DSouza, Anas Z. Abidin, Lutz Leistritz, Axel Wismüller
2017	—	`conf`	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 Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
2017	—	`conf`	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 Anas Z. Abidin, Udaysankar Chockanathan, Adora M. DSouza, Matilde Inglese, Axel Wismüller
2016	—	`conf`	Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering. WSOM Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan
2015	—	`conf`	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 Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, Xixi Wang, Susan K. Hobbs, Mahesh B. Nagarajan
2014	J	`jnl`	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 Axel Wismüller, Xixi Wang, Adora M. DSouza, Mahesh B. Nagarajan