Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography. - Anas Z. Abidin; Mahesh B. Nagarajan; Walter A. Checefsky; Paola Coan; Paul C. Diemoz; Susan K. Hobbs; Markus B. Huber; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography. - Mahesh B. Nagarajan; Walter A. Checefsky; Anas Z. Abidin; Halley Tsai; Xixi Wang; Susan K. Hobbs; Jan S. Bauer; Thomas Baum; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI. - Xixi Wang; Mahesh B. Nagarajan; Anas Z. Abidin; Adora M. D'Souza; Susan K. Hobbs; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. - Axel Wismüller; Anas Z. Abidin; Adora M. D'Souza; Xixi Wang; Susan K. Hobbs; Lutz Leistritz; Mahesh B. Nagarajan (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery. - Axel Wismüller; Adora M. DSouza; Anas Z. Abidin; Xixi Wang; Susan K. Hobbs; Mahesh B. Nagarajan (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. - Anas Zainul Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA). - Anas Zainul Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Large-scale Granger causality analysis on resting-state functional MRI. - Adora M. D'Souza; Anas Zainul Abidin; Lutz Leistritz; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI. - Adora M. D'Souza; Anas Zainul Abidin; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. - Walter A. Checefsky; Anas Z. Abidin; Mahesh B. Nagarajan; Jan S. Bauer; Thomas Baum; Axel Wismüller (Computer-Aided Diagnosis, 2016)

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; Mahesh B. Nagarajan (WSOM, 2016)

Using large-scale Granger causality to study changes in brain network properties in the Clinically Isolated Syndrome (CIS) stage of multiple sclerosis. - Anas Z. Abidin; Udaysankar Chockanathan; Adora M. DSouza; Matilde Inglese; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Investigating changes in resting-state connectivity from functional MRI data in patients with HIV associated neurocognitive disorder using MCA and machine learning. - Adora M. DSouza; Anas Z. Abidin; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta. - Anas Z. Abidin; John Jameson; Robert Molthen; Axel Wismüller (Computer-Aided Diagnosis, 2017)

Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. - Botao Deng; Anas Z. Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Paola Coan; Axel Wismüller (Computer-Aided Diagnosis, 2017)

Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. - Adora M. DSouza; Anas Z. Abidin; Lutz Leistritz; Axel Wismüller (Image Processing, 2017)

Investigating directed functional connectivity between the resting state networks of the human brain using mutual connectivity analysis. - Anas Zainul Abidin; Adora M. D'Souza; Udaysankar Chockanathan; Giovanni Schifitto; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI. - Udaysankar Chockanathan; Anas Z. Abidin; Adora M. DSouza; Giovanni Schifitto; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. - Adora M. DSouza; Anas Z. Abidin; Udaysankar Chockanathan; Lutz Leistritz; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI. - Udaysankar Chockanathan; Adora M. DSouza; Anas Z. Abidin; Giovanni Schifitto; Axel Wismüller (Computer-Aided Diagnosis, 2018)

MRI tumor segmentation with densely connected 3D CNN. - Lele Chen; Yue Wu; Adora M. DSouza; Anas Z. Abidin; Axel Wismüller; Chenliang Xu (Image Processing, 2018)

Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. - Adora M. DSouza; Anas Z. Abidin; Udaysankar Chockanathan; Axel Wismüller (Image Processing, 2018)

Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. - Anas Z. Abidin; Botao Deng; Adora M. DSouza; Mahesh B. Nagarajan; Paola Coan; Axel Wismüller (Comput. Biol. Medicine, 2018)

Mutual connectivity analysis of resting-state functional MRI data with local models. - Adora M. DSouza; Anas Z. Abidin; Udaysankar Chockanathan; Giovanni Schifitto; Axel Wismüller (NeuroImage, 2018)

Investigating a quantitative radiomics approach for brain tumor classification. - Anas Z. Abidin; Irfaan Dar; Adora M. D'Souza; Edward P. Lin; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis. - Adora M. DSouza; Anas Z. Abidin; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline. - Adora M. DSouza; Anas Z. Abidin; Axel Wismüller (Computer-Aided Diagnosis, 2019)

Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality. - Anas Z. Abidin; Adora M. DSouza; Axel Wismüller (Image Processing, 2019)

Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI. - Udaysankar Chockanathan; Adora M. DSouza; Anas Z. Abidin; Giovanni Schifitto; Axel Wismüller (Comput. Biol. Medicine, 2019)

Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data. - Axel Wismüller; Adora M. DSouza; Anas Z. Abidin (CoRR, 2020)

Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). - Axel Wismüller; Adora M. DSouza; M. Ali Vosoughi; Anas Z. Abidin (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Relation Discovery in Nonlinearly Related Large-Scale Settings. - Mohammad Ali Vosoughi; Adora M. DSouza; Anas Z. Abidin; Axel Wismüller (ICASSP, 2022)

Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. - Axel Wismüller; M. Ali Vosoughi; Adora M. DSouza; Anas Z. Abidin (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). - Axel Wismüller; M. Ali Vosoughi; Adora M. DSouza; Anas Z. Abidin (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). - Axel Wismüller; M. Ali Vosoughi; Adora M. DSouza; Anas Z. Abidin (Computer-Aided Diagnosis, 2022)

Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. - 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; et al. (npj Digit. Medicine, 2022)

Health system-scale language models are all-purpose prediction engines. - Lavender Yao Jiang; Xujin Chris Liu; Nima Pour Nejatian; Mustafa Nasir-Moin; Duo Wang; Anas Z. Abidin; Kevin Eaton; Howard Antony Riina; Ilya Laufer; Paawan Punjabi; Madeline Miceli; Nora C. Kim; et al. (Nat., 2023)