Adora M. DSouza

发表

Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2016, WSOM.

Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2018, Medical Imaging.

Investigating changes in resting-state connectivity from functional MRI data in patients with HIV associated neurocognitive disorder using MCA and machine learning

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2017, Medical Imaging.

Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2018, Medical Imaging.

MRI tumor segmentation with densely connected 3D CNN

Chenliang Xu, Axel Wismüller, Yue Wu, 2018, Medical Imaging.

Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage

Axel Wismüller, Paola Coan, Anas Z. Abidin, 2018, Comput. Biol. Medicine.

Mutual connectivity analysis of resting-state functional MRI data with local models

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2018, NeuroImage.

Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2019, Medical Imaging: Image Processing.

Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2019, Comput. Biol. Medicine.

Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2020, Medical Imaging.

Using large-scale Granger causality to study changes in brain network properties in the Clinically Isolated Syndrome (CIS) stage of multiple sclerosis

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2017, Medical Imaging.

Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2019, Medical Imaging.

Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2018, Medical Imaging.

Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2018, Medical Imaging.

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 pdf

Axel Wismüller, Adora M. DSouza, Mahesh B. Nagarajan, 2014, ArXiv.

Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2017, Medical Imaging.

Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2015, Medical Imaging.

Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC)

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2021 .

Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2017, NeuroImage: Clinical.

Exploring connectivity with large-scale Granger causality on resting-state functional MRI

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2017, Journal of Neuroscience Methods.

Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data

Adora M. DSouza, A. Abidin, A. Wismüller, 2022, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Detecting cognitive impairment in HIV-infected individuals using mutual connectivity analysis of resting state functional MRI

Adora M. DSouza, G. Schifitto, A. Abidin, 2020, Journal of NeuroVirology.

Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC)

Adora M. DSouza, A. Abidin, A. Wismüller, 2022, Medical Imaging.

Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC)

Adora M. DSouza, A. Wismüller, Ali Vosoughi, 2022, Medical Imaging.

Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting

Adora M. DSouza, Hao S. Lo, K. Batra, 2022, npj Digital Medicine.

Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data

Adora M. DSouza, A. Abidin, A. Wismüller, 2021, Scientific Reports.

A multivoxel pattern analysis framework with mutual connectivity analysis investigating changes in resting state connectivity in patients with HIV associated neurocognitve disorder.

Axel Wismüller, Adora M. DSouza, Giovanni Schifitto, 2019, Magnetic resonance imaging.

Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data pdf

Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, 2020, Scientific Reports.

Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks

Adora M. DSouza, F. Calamante, J. Shine, 2022, NeuroImage.