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Bramsh Qamar Chandio
Bramsh Qamar Chandio
Postdoctoral Scholar, University of Southern California
Dirección de correo verificada de ini.usc.edu
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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
1272021
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
712020
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
422021
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
222021
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
82022
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
Advancing White Matter Tractometry of the Brain Using Diffusion MRI and Machine Learning
BQ Chandio
Indiana University, 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
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
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
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
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
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
2024
Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry
BQ Chandio, JE Villalon-Reina, TM Nir, SI Thomopoulos, YW Feng, ...
bioRxiv, 2024.02. 03.578764, 2024
2024
BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data
Y Feng, BQ Chandio, JE Villalón-Reina, SI Thomopoulos, H Joshi, G Nair, ...
International Workshop on Computational Diffusion MRI, 152-164, 2023
2023
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