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Number of items: 7.
Journal article
Abidin, Anas Z.; DSouza, Adora M.; Nagarajan, Mahesh B.; Wang, Lu; Qiu, Xing; Schifitto, Giovanni and Wismüller, Axel
(2018):
Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective.
In: Neuroimage-Clinical, Vol. 17: pp. 768-777
[PDF, 839kB]
Deng, Botao; Abidin, Anas Z.; D'Souza, Adora M.; Nagarajan, Mahesh B.; Coan, Paola and 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, Vol. 10134, 1013412
Nagarajan, Mahesh B.; Coan, Paola; Huber, Markus B.; Diemoz, Paul C. and 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]
Book Section
Wismüller, Axel; Abidin, Anas Z.; D'Souza, Adora M. and 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. and O'Driscoll, Patrick (eds.) :
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, Vol. 428. Springer. pp. 217-226
D'Souza, Adora M.; Abidin, Anas Zainul; Nagarajan, Mahesh B. and 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 and Krol, Andrzej (eds.) :
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Vol. 9788. Spie.
Abidin, Anas Zainul; D'Souza, Adora M.; Nagarajan, Mahesh B. and Wismüller, Axel
(2016):
Detecting Altered connectivity patterns in HIV associated neurocognitive impairment using Mutual Connectivity Analysis.
In: Gimi, Barjor and Krol, Andrzej (eds.) :
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Vol. 9788. SPIE.
Abidin, Anas Zainul; D'Souza, Adora M.; Nagarajan, Mahesh B. and Wismüller, Axel
(2016):
Investigating Changes in Brain Network Properties in HIV-Associated Neurocognitive Disease (HAND) using Mutual Connectivity Analysis (MCA).
In: Gimi, Barjor and Krol, Andrzej (eds.) :
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Proceedings SPIE, Vol. 9788. SPIE.