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2020 – today
- 2023
[j5]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): 357-362 (2023)- 2022
- [j4]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) - [c31]Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP 2022: 5103-5107 - [c30]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 - [c29]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 - [c28]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 - [i4]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 abs/2205.03029 (2022) - 2021
- [c27]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 - 2020
- [i3]Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR abs/2006.06805 (2020) - [i2]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 abs/2009.04681 (2020)
2010 – 2019
- 2019
- [j3]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: 24-30 (2019) - [c26]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: 109530B - [c25]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: 109531D - [c24]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: 109503F - [c23]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: 109490M - 2018
- [j2]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: 24-33 (2018) - [j1]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: 210-223 (2018) - [c22]Anas Zainul Abidin, Adora M. D'Souza, Udaysankar Chockanathan, Giovanni Schifitto, Axel Wismüller:
Investigating directed functional connectivity between the resting state networks of the human brain using mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780A - [c21]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: 105780B - [c20]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: 105780C - [c19]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: 105750Z - [c18]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: 105740Y - [c17]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: 105741F - [i1]Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu:
MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR abs/1802.02427 (2018) - 2017
- [c16]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: 101371B - [c15]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: 101371C - [c14]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: 1013412 - [c13]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: 1013413 - [c12]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: 101330M - 2016
- [c11]Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller:
Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880N - [c10]Adora M. D'Souza, Anas Zainul Abidin, Lutz Leistritz, Axel Wismüller:
Large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880L - [c9]Adora M. D'Souza, Anas Zainul Abidin, Mahesh B. Nagarajan, Axel Wismüller:
Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880K - [c8]Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller:
Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97881W - [c7]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: 978508 - [c6]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: 217-226 - 2015
- [c5]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: 94170M - [c4]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: 94171F - [c3]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: 94171E - [c2]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: 94171N - [c1]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: 94171M
Coauthor Index
aka: Adora M. D'Souza
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