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Bramsh Qamar Chandio
Bramsh Qamar Chandio
Postdoctoral Scholar, University of Southern California
Verified email at ini.usc.edu
Title
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Year
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
KG Schilling, F Rheault, L Petit, CB Hansen, V Nath, FC Yeh, G Girard, ...
Neuroimage 243, 118502, 2021
1322021
Bundle analytics, a computational framework for investigating the shapes and profiles of brain pathways across populations
BQ Chandio, SL Risacher, F Pestilli, D Bullock, FC Yeh, S Koudoro, ...
Scientific reports 10 (1), 17149, 2020
732020
Evaluating the reliability of human brain white matter tractometry
J Kruper, JD Yeatman, A Richie-Halford, D Bloom, M Grotheer, S Caffarra, ...
Aperture neuro 1 (1), 2021
462021
Pandora: 4-D white matter bundle population-based atlases derived from diffusion MRI fiber tractography
CB Hansen, Q Yang, I Lyu, F Rheault, C Kerley, BQ Chandio, S Fadnavis, ...
Neuroinformatics 19, 447-460, 2021
242021
Learning white matter subject‐specific segmentation from structural MRI
Q Yang, CB Hansen, LY Cai, F Rheault, HH Lee, S Bao, BQ Chandio, ...
Medical physics 49 (4), 2502-2513, 2022
92022
Advancing White Matter Tractometry of the Brain Using Diffusion MRI and Machine Learning
BQ Chandio
Indiana University, 2022
52022
Learning optimal white matter tract representations from tractography using a deep generative model for population analyses
Y Feng, BQ Chandio, T Chattopadhyay, SI Thomopoulos, ...
18th International Symposium on Medical Information Processing and Analysis …, 2023
42023
Fiberneat: Unsupervised white matter tract filtering
BQ Chandio, T Chattopadhyay, C Owens-Walton, JEV Reina, L Nabulsi, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
42022
Bundle Analytics: a computational and statistical analyses framework for tractometric studies
BQ Chandio, J Harezlak, S Koudoro, D Reagan, E Garyfallidis
The International Society for Magnetic Resonance in Medicine, 2019
42019
Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
L Nabulsi, BQ Chandio, N Dhinagar, E Laltoo, G McPhilemy, FM Martyn, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
32023
Microstructural changes in the white matter tracts of the brain due to mild cognitive impairment
BQ Chandio, C Owens‐Walton, JE Villalon‐Reina, L Nabulsi, ...
Alzheimer's & Dementia 18, e065339, 2022
32022
FiberNeat: unsupervised streamline clustering and white matter tract filtering in latent space
BQ Chandio, T Chattopadhyay, C Owens-Walton, JE Villalon Reina, ...
bioRxiv, 2021.10. 26.465991, 2021
32021
StND: Streamline-based Non-rigid partial-Deformation Tractography Registration
BQ Chandio, E Garyfallidis
Medical imaging meets NeurIPS, 2020
32020
Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting
Y Feng, BQ Chandio, SI Thomopoulos, T Chattopadhyay, PM Thompson
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
22023
Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry
BQ Chandio, JE Villalon-Reina, TM Nir, SI Thomopoulos, Y Feng, ...
bioRxiv, 2024.02. 03.578764, 2024
12024
Deep Normative Tractometry for Identifying Joint White Matter Macro-and Micro-structural Abnormalities in Alzheimer's Disease
Y Feng, BQ Chandio, JE Villalon-Reina, S Benavidez, T Chattopadhyay, ...
bioRxiv, 2024.02. 05.578943, 2024
12024
Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI Tractometry
L Nabulsi, BQ Chandio, G McPhilemy, FM Martyn, G Roberts, B Hallahan, ...
2023 19th International Symposium on Medical Information Processing and …, 2023
12023
BundleWarp, streamline-based nonlinear registration of white matter tracts
BQ Chandio, E Olivetti, D Romero-Bascones, J Harezlak, E Garyfallidis
bioRxiv, 2023
12023
Bundleatlasing: unbiased population-specific atlasing of bundles in streamline space
D Romero-Bascones, BQ Chandio, S Fadnavis, JS Park, S Koudoro, ...
Proc. ISMRM, 2022
12022
Deep generative model for learning tractography streamline embeddings based on convolutional variational autoencoder
Y Feng, BQ Chandio, T Chattopadhyay, SI Thomopoulos, ...
International Society for Magnetic Resonance Imaging (ISMRM), 2022
12022
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