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Anzahl der Publikationen: 26
Zeitschriftenartikel
Abidin, Anas Z.; Dsouza, Adora M. und Wismüller, Axel
(2019):
Detecting Connectivity Changes in Autism Spectrum Disorder Using Large-Scale Granger Causality.
In: Medical Imaging 2019: Image Processing, Bd. 10949, 109490M
DSouza, Adora M.; Abidin, Anas Z. und Wismüller, Axel
(2019):
Classification of Autism Spectrum Disorder from Resting-State fMRI with Mutual Connectivity Analysis.
In: Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10953, 109531D
Abidin, Anas Zainul; Dar, Irfaan; D'Souza, Adora M.; Lin, Edward P. und Wismüller, Axel
(2019):
Investigating a quantitative radiomics approach for brain tumor classification.
In: Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10953, 109530B
DSouza, Adora M.; Abidin, Anas Z. und Wismüller, Axel
(2019):
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline.
In: Medical Imaging 2019: Computer-Aided Diagnosis, Bd. 10950, UNSP 109503F
DSouza, Adora M.; Abidin, Anas Z.; Schifitto, Giovanni und Wismüller, Axel
(2019):
A multivoxel pattern analysis framework with mutual connectivity analysis investigating changes in resting state connectivity in patients with HIV associated neurocognitve disorder.
In: Magnetic Resonance Imaging, Bd. 62: S. 121-128
Abidin, Anas Z.; DSouza, Adora M.; Nagarajan, Mahesh B.; Wang, Lu; Qiu, Xing; Schifitto, Giovanni und Wismüller, Axel
(2018):
Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective.
In: Neuroimage-Clinical, Bd. 17: S. 768-777
[PDF, 839kB]
Chockanathan, Udaysankar; Abidin, Anas Z.; DSouza, Adora M.; Schifitto, Giovanni und Wismüller, Axel
(2018):
Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI.
In: Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10578, 105780B
DSouza, Adora M.; Abidin, Anas Z.; Chockanathan, Udaysankar und Wismüller, Axel
(2018):
Regional Autonomy Changes in Resting-State Functional MRI in Patients with HIV Associated Neurocognitive Disorder.
In: Medical Imaging 2018: Image Processing, Bd. 10574
DSouza, Adora M.; Abidin, Anas Z.; Chockanathan, Udaysankar; Schifitto, Giovanni und Wismüller, Axel
(2018):
Mutual connectivity analysis of resting-state functional MRI data with local models.
In: Neuroimage, Bd. 178: S. 210-223
Chen, Lele; Wu, Yue; DSouza, Adora M.; Abidin, Anas Z.; Wismüller, Axel und Xu, Chenliang
(2018):
MRI Tumor Segmentation with Densely Connected 3D CNN.
In: Medical Imaging 2018: Image Processing, Bd. 10574
DSouza, Adora M.; Abidin, Anas Z.; Chockanathan, Udaysankar; Leistritz, Lutz und Wismüller, Axel
(2018):
Investigating Large-scale Granger causality analysis in Presence of Noise and Varying Sampling Rate.
In: Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10578, 105780C
Abidin, Anas Zainul; D'Souza, Adora M.; Chockanathan, Udaysankar; Schifitto, Giovanni und Wismüller, Axel
(2018):
Investigating directed functional connectivity between the resting state networks of the human brain using Mutual Connectivity Analysis.
In: Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10578, 105780A
Chockanathan, Udaysankar; DSouza, Adora M.; Abidin, Anas Z.; Schifitto, Giovanni und Wismüller, Axel
(2018):
Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI.
In: Medical Imaging 2018: Computer-Aided Diagnosis, Bd. 10575
D'Souza, Adora M.; Abidin, Anas Z. und Wismüller, Axel
(2017):
Investigating Changes in Resting-State Connectivity from Functional MRI Data in Patients with HIV Associated Neurocognitive Disorder Using MCA and Machine Learning.
In: Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10137, 101371C
Abidin, Anas Z.; Chockanathan, Udaysankar; D'Souza, Adora M.; Inglese, Matilde und Wismüller, Axel
(2017):
Using Large-Scale Granger Causality to Study Changes in Brain Network Properties in the Clinically Isolated Syndrome (CIS) Stage of Multiple Sclerosis.
In: Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, Bd. 10137, 101371B
D'Souza, Adora M.; Abidin, Anas Z.; Leistritz, Lutz und Wismüller, Axel
(2017):
Identifying HIV Associated Neurocognitive Disorder Using Large-Scale Granger Causality Analysis on Resting-State Functional MRI.
In: Medical Imaging 2017: Image Processing, Bd. 10133, 101330M
Deng, Botao; Abidin, Anas Z.; D'Souza, Adora M.; Nagarajan, Mahesh B.; Coan, Paola und Wismüller, Axel
(2017):
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks.
In: Medical Imaging 2017: Computer-Aided Diagnosis, Bd. 10134, 1013412
Abidin, Anas Z.; Jameson, John; Molthen, Robert und Wismüller, Axel
(2017):
Classification of micro-CT images using 3D characterization of bone canal patters in human osteogenesis imperfecta.
In: Medical Imaging 2017: Computer-Aided Diagnosis, Bd. 10134, 1013413
D'Souza, Adora M.; Abidin, Anas Z.; Leistritz, Lutz und Wismüller, Axel
(2017):
Exploring connectivity with large-scale Granger causality on resting-state functional MRI.
In: Journal of Neuroscience Methods, Bd. 287: S. 68-79
Nagarajan, Mahesh B.; Coan, Paola; Huber, Markus B.; Diemoz, Paul C. und Wismüller, Axel
(2015):
Integrating Dimension Reduction and Out-of-Sample Extension in Automated Classification of Ex Vivo Human Patellar Cartilage on Phase Contrast X-Ray Computed Tomography.
In: PLOS ONE 10(2), UNSP e0117157 [PDF, 2MB]
In: PLOS ONE 10(2), UNSP e0117157 [PDF, 2MB]
Bergh, Florian Then; Kümpfel, Tania; Schumann, Erina; Held, Ulrike; Schwan, Michaela; Blazevic, Mirjana; Wismüller, Axel; Holsboer, Florian; Yassouridis, Alexander; Uhr, Manfred; Weber, Frank; Daumer, Martin; Trenkwalder, Claudia und Auer, Dorothee P.
(2006):
Monthly intravenous methylprednisolone in relapsing-remitting multiple sclerosis - reduction of enhancing lesions, T2 lesion volume and plasma prolactin concentrations.
In: BMC Neurology
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[PDF, 373kB]
Buchbeitrag
Abidin, Anas Zainul; D'Souza, Adora M.; Nagarajan, Mahesh B. und Wismüller, Axel
(2016):
Investigating Changes in Brain Network Properties in HIV-Associated Neurocognitive Disease (HAND) using Mutual Connectivity Analysis (MCA).
In: Gimi, Barjor und Krol, Andrzej (Hrsg.):
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Bd. 9788. SPIE.
Abidin, Anas Zainul; D'Souza, Adora M.; Nagarajan, Mahesh B. und Wismüller, Axel
(2016):
Detecting Altered connectivity patterns in HIV associated neurocognitive impairment using Mutual Connectivity Analysis.
In: Gimi, Barjor und Krol, Andrzej (Hrsg.):
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Bd. 9788. SPIE.
D'Souza, Adora M.; Abidin, Anas Zainul; Leistritz, Lutz und Wismüller, Axel
(2016):
Large-Scale Granger Causality Analysis on Resting-State Functional MRI.
In: Gimi, Barjor und Krol, Andrzej (Hrsg.):
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Bd. 9788. SPIE.
D'Souza, Adora M.; Abidin, Anas Zainul; Nagarajan, Mahesh B. und Wismüller, Axel
(2016):
Mutual Connectivity Analysis (MCA) Using Generalized Radial Basis Function Neural Networks for Nonlinear Functional Connectivity Network Recovery in Resting-State Functional MRI.
In: Gimi, Barjor und Krol, Andrzej (Hrsg.):
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Bd. 9788. Spie.
Wismüller, Axel; Abidin, Anas Z.; D'Souza, Adora M. und Nagarajan, Mahesh B.
(2016):
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering.
In: Merényi, Erzsébet; Mendenhall, Michael J. und O'Driscoll, Patrick (Hrsg.):
Advances in Self-Organizing Maps and Learning Vector Quantization: Proceedings of the 11th International Workshop WSOM 2016, Houston, Texas, USA, January 6-8, 2016. Advances in Intelligent Systems and Computing, Bd. 428. Springer. S. 217-226