Yogesh Rathi
Orcid: 0000-0002-9946-2314
According to our database1,
Yogesh Rathi
authored at least 122 papers
between 2005 and 2024.
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Bibliography
2024
IEEE Trans. Medical Imaging, March, 2024
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction.
CoRR, 2024
2023
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation.
NeuroImage, June, 2023
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions.
Medical Image Anal., April, 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance.
CoRR, 2023
Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods.
CoRR, 2023
SlicerTMS: Interactive Real-time Visualization of Transcranial Magnetic Stimulation using Augmented Reality and Deep Learning.
CoRR, 2023
TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
A Deep Network for Explainable Prediction of Non-imaging Phenotypes Using Anatomical Multi-view Data.
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023
A Deep Learning Framework for Estimating Multi-Fiber PICASO Model Parameters of Tissue Microstructure Using Diffusion MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
DEEPRGVP: A novel microstructure-informed supervised contrastive learning framework for automated identification of the retinogeniculate pathway using dMRI tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
A Deep-Learning Framework for Estimating the Posterior Distribution of the Standard Model of Diffusion Mri.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Neuroinformatics, 2022
White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project.
NeuroImage, 2022
Cross-site harmonization of multi-shell diffusion MRI measures based on rotational invariant spherical harmonics (RISH).
NeuroImage, 2022
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections.
CoRR, 2022
A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography.
CoRR, 2022
A Deep Learning Approach Using Masked Image Modeling for Reconstruction of Undersampled K-spaces.
CoRR, 2022
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation.
CoRR, 2022
TractoFormer: A Novel Fiber-Level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning Approach.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
NeuroImage, 2021
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects.
Proceedings of the 14th IEEE Pacific Visualization Symposium, 2021
2020
IEEE Trans. Medical Imaging, 2020
Creation of a novel trigeminal tractography atlas for automated trigeminal nerve identification.
NeuroImage, 2020
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results.
NeuroImage, 2020
Medical Image Anal., 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Retrospective harmonization of multi-site diffusion MRI data acquired with different acquisition parameters.
NeuroImage, 2019
Deep White Matter Analysis: Fast, Consistent Tractography Segmentation Across Populations and dMRI Acquisitions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
A Dynamic Regression Approach for Frequency-Domain Partial Coherence and Causality Analysis of Functional Brain Networks.
IEEE Trans. Medical Imaging, 2018
An anatomically curated fiber clustering white matter atlas for consistent white matter tract parcellation across the lifespan.
NeuroImage, 2018
Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis.
NeuroImage, 2018
Whole brain white matter connectivity analysis using machine learning: An application to autism.
NeuroImage, 2018
Investigation into local white matter abnormality in emotional processing and sensorimotor areas using an automatically annotated fiber clustering in major depressive disorder.
NeuroImage, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Precise Inference and Characterization of Structural Organization (PICASO) of tissue from molecular diffusion.
NeuroImage, 2017
Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Dynamic Regression for Partial Correlation and Causality Analysis of Functional Brain Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging".
NeuroImage, 2016
A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging.
NeuroImage, 2016
Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography.
Int. J. Comput. Assist. Radiol. Surg., 2016
2015
Estimating Diffusion Propagator and Its Moments Using Directional Radial Basis Functions.
IEEE Trans. Medical Imaging, 2015
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?
Medical Image Anal., 2015
Sparse deconvolution of higher order tensor for fiber orientation distribution estimation.
Artif. Intell. Medicine, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Fusion of white and gray matter geometry: A framework for investigating brain development.
Medical Image Anal., 2014
Medical Image Anal., 2014
Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion.
CoRR, 2014
Resolving complex fibre architecture by means of sparse spherical deconvolution in the presence of isotropic diffusion.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
A generalized compressed sensing approach to high angular resolution diffusion imaging.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Preliminary Findings in Diagnostic Prediction of Schizophrenia Using Diffusion Tensor Imaging.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
2013
Fiber feature map based landmark initialization for highly deformable DTI registration.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Image Process., 2012
Reconstruction of HARDI using compressed sensing and its application to contrast HARDI.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
Spatially Regularized Compressed Sensing for High Angular Resolution Diffusion Imaging.
IEEE Trans. Medical Imaging, 2011
EURASIP J. Adv. Signal Process., 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Compressed sensing of diffusion MRI data using spatial regularization and positivity constraints.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
White Matter Bundle Registration and Population Analysis Based on Gaussian Processes.
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Deform PF-MT: Particle Filter With Mode Tracker for Tracking Nonaffine Contour Deformations.
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
Medical Image Anal., 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Biomarkers for Identifying First-Episode Schizophrenia Patients Using Diffusion Weighted Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Medical Image Anal., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Real-Time Image Processing 2008, San Jose, CA, USA, January 28-29, 2008, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Combinatorial Image Analysis, 12th International Workshop, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
IEEE Trans. Image Process., 2007
IEEE Trans. Image Process., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Tracking deformable objects with unscented Kalman filtering and geometric active contours.
Proceedings of the American Control Conference, 2006
2005
Particle Filtering for Geometric Active Contours with Application to Tracking Moving and Deforming Objects.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005