Investigating Changes in Resting-State Connectivity from Functional MRI Data in Patients with HIV Associated Neurocognitive Disorder Using MCA and Machine Learning

por DSouza, Adora M., Abidin, Anas Z., Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2017)

Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta

por Abidin, Anas Z., Jameson, John, Molthen, Robert, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2017)

Exploring Connectivity with Large-Scale Granger Causality on Resting-State Functional MRI

por DSouza, Adora M., Abidin, Anas Z., Leistritz, Lutz, Wismüller, Axel
Publicado en J Neurosci Methods (2017)

Identifying HIV Associated Neurocognitive Disorder Using Large-Scale Granger Causality Analysis on Resting-State Functional MRI

por DSouza, Adora M., Abidin, Anas Z., Leistritz, Lutz, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2017)

Using Large-Scale Granger Causality to Study Changes in Brain Network Properties in the Clinically Isolated Syndrome (CIS) Stage of Multiple Sclerosis

por Abidin, Anas Z., Chockanathan, Udaysankar, DSouza, Adora M., Inglese, Matilde, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2017)

Mutual Connectivity Analysis of Resting-State Functional MRI Data with Local Models

por DSouza, Adora M., Abidin, Anas Z., Chockanathan, Udaysankar, Schifitto, Giovanni, Wismüller, Axel
Publicado en Neuroimage (2018)

Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI

por Chockanathan, Udaysankar, DSouza, Adora M., Abidin, Anas Z., Schifitto, Giovanni, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2018)

Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI

por Chockanathan, Udaysankar, DSouza, Adora M., Abidin, Anas Z., Schifitto, Giovanni, Wismüller, Axel
Publicado en Comput Biol Med (2019)

Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI

por Wang, Xixi, Nagarajan, Mahesh B., Abidin, Anas Z., DSouza, Adora, Hobbs, Susan K., Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2015)

Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure

por Checefsky, Walter A., Abidin, Anas Z., Nagarajan, Mahesh B., Bauer, Jan S., Baum, Thomas, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2016)

Deep Transfer Learning for Characterizing Chondrocyte Patterns in Phase Contrast X-Ray Computed Tomography Images of the Human Patellar Cartilage

por Abidin, Anas Z., Deng, Botao, DSouza, Adora M., Nagarajan, Mahesh B., Coan, Paola, Wismüller, Axel
Publicado en Comput Biol Med (2018)

Functional Connectivity Analysis in Resting State fMRI with Echo-State Networks and Non-Metric Clustering for Network Structure Recovery

por Wismüller, Axel, DSouza, Adora M., Abidin, Anas Z., Wang, Xixi, Hobbs, Susan K., Nagarajan, Mahesh B.
Publicado en Proc SPIE Int Soc Opt Eng (2015)

Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective

por Abidin, Anas Z., DSouza, Adora M., Nagarajan, Mahesh B., Wang, Lu, Qiu, Xing, Schifitto, Giovanni, Wismüller, Axel
Publicado en Neuroimage Clin (2017)

Nonlinear Functional Connectivity Network Recovery in the Human Brain with Mutual Connectivity Analysis (MCA): Convergent Cross-Mapping and Non-Metric Clustering

por Wismüller, Axel, Abidin, Anas Z., DSouza, Adora M., Wang, Xixi, Hobbs, Susan K., Leistritz, Lutz, Nagarajan, Mahesh B.
Publicado en Proc SPIE Int Soc Opt Eng (2015)

Volumetric Characterization of Human Patellar Cartilage Matrix on Phase Contrast X-Ray Computed Tomography

por Abidin, Anas Z., Nagarajan, Mahesh B., Checefsky, Walter A., Coan, Paola, Diemoz, Paul C., Hobbs, Susan K., Huber, Markus B., Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2015)

Characterizing Trabecular Bone structure for Assessing Vertebral Fracture Risk on Volumetric Quantitative Computed Tomography

por Nagarajan, Mahesh B., Checefsky, Walter A., Abidin, Anas Z., Tsai, Halley, Wang, Xixi, Hobbs, Susan K., Bauer, Jan S., Baum, Thomas, Wismüller, Axel
Publicado en Proc SPIE Int Soc Opt Eng (2015)