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Anas Zainul Abidin
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Federated learning for predicting clinical outcomes in patients with COVID-19
I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ...
Nature medicine 27 (10), 1735-1743, 2021
4362021
MRI tumor segmentation with densely connected 3D CNN
L Chen, Y Wu, AM DSouza, AZ Abidin, A Wismüller, C Xu
Medical imaging 2018: image processing 10574, 357-364, 2018
1292018
Health system-scale language models are all-purpose prediction engines
LY Jiang, XC Liu, NP Nejatian, M Nasir-Moin, D Wang, A Abidin, K Eaton, ...
Nature 619 (7969), 357-362, 2023
892023
Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage
AZ Abidin, B Deng, AM DSouza, MB Nagarajan, P Coan, A Wismüller
Computers in biology and medicine 95, 24-33, 2018
802018
Exploring connectivity with large-scale Granger causality on resting-state functional MRI
AM DSouza, AZ Abidin, L Leistritz, A Wismüller
Journal of neuroscience methods 287, 68-79, 2017
672017
Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective
AZ Abidin, AM DSouza, MB Nagarajan, L Wang, X Qiu, G Schifitto, ...
NeuroImage: Clinical 17, 768-777, 2018
642018
Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI
U Chockanathan, AM DSouza, AZ Abidin, G Schifitto, A Wismüller
Computers in biology and medicine 106, 24-30, 2019
602019
Federated Learning used for predicting outcomes in SARS-COV-2 patients
M Flores, I Dayan, H Roth, A Zhong, A Harouni, A Gentili, A Abidin, A Liu, ...
Research Square, 2021
472021
Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data
A Wismüller, AM Dsouza, MA Vosoughi, A Abidin
Scientific reports 11 (1), 7817, 2021
462021
Mutual connectivity analysis of resting-state functional MRI data with local models
AM DSouza, AZ Abidin, U Chockanathan, G Schifitto, A Wismüller
NeuroImage 178, 210-223, 2018
442018
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering
A Wismüller, AZ Abidin, AM D'Souza, X Wang, SK Hobbs, L Leistritz, ...
Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and …, 2015
352015
Using large-scale Granger causality to study changes in brain network properties in the clinically isolated syndrome (CIS) stage of multiple sclerosis
AZ Abidin, U Chockanathan, AM DSouza, M Inglese, A Wismüller
Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and …, 2017
332017
Investigating a quantitative radiomics approach for brain tumor classification
AZ Abidin, I Dar, AM D'Souza, EP Lin, A Wismüller
Medical imaging 2019: biomedical applications in molecular, structural, and …, 2019
322019
Mutual connectivity analysis (MCA) for nonlinear functional connectivity network recovery in the human brain using convergent cross-mapping and non-metric clustering
A Wismüller, AZ Abidin, AM DSouza, MB Nagarajan
Advances in Self-Organizing Maps and Learning Vector Quantization …, 2016
322016
Detecting cognitive impairment in HIV-infected individuals using mutual connectivity analysis of resting state functional MRI
AZ Abidin, AM DSouza, G Schifitto, A Wismüller
Journal of neurovirology 26, 188-200, 2020
282020
Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography
MB Nagarajan, WA Checefsky, AZ Abidin, H Tsai, X Wang, SK Hobbs, ...
Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and …, 2015
282015
Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis
AM DSouza, AZ Abidin, A Wismüller
Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019
272019
Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta
AZ Abidin, J Jameson, R Molthen, A Wismüller
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 270-277, 2017
252017
Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using Mutual Connectivity Analysis (MCA)
AZ Abidin, AM D'Souza, MB Nagarajan, A Wismüller
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and …, 2016
242016
Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI
U Chockanathan, AZ Abidin, AM DSouza, G Schifitto, A Wismüller
Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and …, 2018
232018
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