Anas Z. Abidin

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 30

Top Topics

Granger Causality

Top Venues

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

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Processing

Publications

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, Cordelia Orillac, Zane Schnurman, Christopher Livia, Hannah Weiss, David Kurland, Sean Neifert, Yosef Dastagirzada, Douglas Kondziolka, Alexander T. M. Cheung, Grace Yang, Ming Cao, Mona Flores, Anthony B. Costa, Yindalon Aphinyanaphongs, Kyunghyun Cho, Eric Karl Oermann
Health system-scale language models are all-purpose prediction engines. Nat. 619 (7969) (2023)
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)
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)
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)
Anas Z. Abidin, Irfaan Dar, Adora M. D'Souza, Edward P. Lin, Axel Wismüller
Investigating a quantitative radiomics approach for brain tumor classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (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)
Botao Deng, Anas Z. Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
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)
Anas Z. Abidin, John Jameson, Robert Molthen, Axel Wismüller
Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta. Medical Imaging: Computer-Aided Diagnosis (2017)
Walter A. Checefsky, Anas Z. Abidin, Mahesh B. Nagarajan, Jan S. Bauer, Thomas Baum, Axel Wismüller
Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. Medical Imaging: Computer-Aided Diagnosis (2016)
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)
Xixi Wang, Mahesh B. Nagarajan, Anas Z. Abidin, Adora M. D'Souza, Susan K. Hobbs, Axel Wismüller
Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Mahesh B. Nagarajan, Walter A. Checefsky, Anas Z. Abidin, Halley Tsai, Xixi Wang, Susan K. Hobbs, Jan S. Bauer, Thomas Baum, Axel Wismüller
Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Axel Wismüller, Anas Z. Abidin, Adora M. D'Souza, Xixi Wang, Susan K. Hobbs, Lutz Leistritz, Mahesh B. Nagarajan
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Anas Z. Abidin, Mahesh B. Nagarajan, Walter A. Checefsky, Paola Coan, Paul C. Diemoz, Susan K. Hobbs, Markus B. Huber, Axel Wismüller
Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
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)