Ragini Verma

Orcid: 0000-0002-7479-1007

According to our database1, Ragini Verma authored at least 100 papers between 2004 and 2024.

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Bibliography

2024
Parsing altered brain connectivity in neurodevelopmental disorders by integrating graph-based normative modeling and deep generative networks.
CoRR, 2024

2023
Design and Analysis of Octa-phase Shift Keying Based Quantum Key Distribution System.
IEEE Commun. Lett., October, 2023

3D-QCNet - A pipeline for automated artifact detection in diffusion MRI images.
Comput. Medical Imaging Graph., 2023

Performance Analysis of QKD-based Terrestrial FSO System using QPSK under Atmospheric Turbulence.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Analysis of Structural Brain Network Topology Alterations in Autism and its Relationship with Autism Severity.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Modulation Signaling-based Continuous Variable Quantum Key Distribution for Indoor Visible Light Communications.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

Experimental Implementation of FSO System using Low-cost Optical Transmitter.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

2022
Artificial intelligence-based locoregional markers of brain peritumoral microenvironment.
CoRR, 2022

2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
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NeuroImage, 2021

3D-QCNet - A Pipeline for Automated Artifact Detection in Diffusion MRI images.
CoRR, 2021

2020
Graph Matching Based Connectomic Biomarker with Learning for Brain Disorders.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Analysis of Consistency in Structural and Functional Connectivity of Human Brain.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Structural Connectivity Analysis Using Finsler Geometry.
SIAM J. Imaging Sci., 2019

System-level matching of structural and functional connectomes in the human brain.
NeuroImage, 2019

QC-Automator: Deep Learning-based Automated Quality Control for Diffusion MR Images.
CoRR, 2019


Happy Toilet: A Social Analytics Approach to the Study of Public Toilet Cleanliness.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Whole brain white matter connectivity analysis using machine learning: An application to autism.
NeuroImage, 2018

The impact of in-scanner head motion on structural connectivity derived from diffusion MRI.
NeuroImage, 2018

Multimodal Patho-Connectomics of Brain Injury.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

A Graph Representation and Similarity Measure for Brain Networks with Nodal Features.
Proceedings of the Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities, 2018

A Graph Based Similarity Measure for Assessing Altered Connectivity in Traumatic Brain Injury.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Characterizing Peritumoral Tissue Using DTI-Based Free Water Elimination.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Edema-Informed Anatomically Constrained Particle Filter Tractography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Harmonization of multi-site diffusion tensor imaging data.
NeuroImage, 2017

On characterizing population commonalities and subject variations in brain networks.
Medical Image Anal., 2017

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Subject-Specific Structural Parcellations Based on Randomized AB-divergences.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
The impact of quality assurance assessment on diffusion tensor imaging outcomes in a large-scale population-based cohort.
NeuroImage, 2016

Label-Informed Non-negative Matrix Factorization with Manifold Regularization for Discriminative Subnetwork Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Temporal Bayesian Fusion for Affect Sensing: Combining Video, Audio, and Lexical Modalities.
IEEE Trans. Cybern., 2015

On facilitating the use of HARDI in population studies by creating rotation-invariant markers.
Medical Image Anal., 2015

Speaker-sensitive emotion recognition via ranking: Studies on acted and spontaneous speech.
Comput. Speech Lang., 2015

Acoustic and lexical representations for affect prediction in spontaneous conversations.
Comput. Speech Lang., 2015

Towards a Quantified Network Portrait of a Population.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset.
IEEE Trans. Affect. Comput., 2014

Automated tract extraction via atlas based Adaptive Clustering.
NeuroImage, 2014

PUNCH: Population Characterization of Heterogeneity.
NeuroImage, 2014

Neuroimaging of the Philadelphia Neurodevelopmental Cohort.
NeuroImage, 2014

Fusion of white and gray matter geometry: A framework for investigating brain development.
Medical Image Anal., 2014

Identifying group discriminative and age regressive sub-networks from DTI-based connectivity via a unified framework of non-negative matrix factorization and graph embedding.
Medical Image Anal., 2014

Functionally Driven Brain Networks Using Multi-layer Graph Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Kernel-Based Morphometry of Diffusion Tensor Images.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014

2013
Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth.
NeuroImage, 2013

Combining Surface and Fiber Geometry: An Integrated Approach to Brain Morphology.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Connectivity Subnetwork Learning for Pathology and Developmental Variations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering.
Proceedings of the Information Processing in Medical Imaging, 2013

Locality Preserving Non-negative Basis Learning with Graph Embedding.
Proceedings of the Information Processing in Medical Imaging, 2013

Automatic Detection of Emotion Valence on Faces Using Consumer Depth Cameras.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Action Unit Models of Facial Expression of Emotion in the Presence of Speech.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
White matter atlas generation using HARDI based automated parcellation.
NeuroImage, 2012

An Integrated Framework for High Angular Resolution Diffusion Imaging-Based Investigation of Structural Connectivity.
Brain Connect., 2012

Peak Geodesic Concentration: A measure of WM complexity in HARDI.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Multi-scale Characterization of White Matter Tract Geometry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Identifying Sub-Populations via Unsupervised Cluster Analysis on Multi-Edge Similarity Graphs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Using Multiparametric Data with Missing Features for Learning Patterns of Pathology.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Dominant Component Analysis of Electrophysiological Connectivity Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Connectivity-based analysis: Application to white matter maturation in mouse brain.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Combining Ranking and Classification to Improve Emotion Recognition in Spontaneous Speech.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Combining video, audio and lexical indicators of affect in spontaneous conversation via particle filtering.
Proceedings of the International Conference on Multimodal Interaction, 2012

2011
Multichannel Image Registration by Feature-Based Information Fusion.
IEEE Trans. Medical Imaging, 2011

Effects of physiological noise in population analysis of diffusion tensor MRI data.
NeuroImage, 2011

Diffusion based abnormality markers of pathology: Toward learned diagnostic prediction of ASD.
NeuroImage, 2011

HARDI Based Pattern Classifiers for the Identification of White Matter Pathologies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Neuronal white matter parcellation using spatially coherent normalized cuts.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Class-level spectral features for emotion recognition.
Speech Commun., 2010

Unsupervised white matter fiber clustering and tract probability map generation: Applications of a Gaussian process framework for white matter fibers.
NeuroImage, 2010

GRAM: A framework for geodesic registration on anatomical manifolds.
Medical Image Anal., 2010

DTI-DROID: Diffusion tensor imaging-deformable registration using orientation and intensity descriptors.
Int. J. Imaging Syst. Technol., 2010

Diffusion-Based Population Statistics Using Tract Probability Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

DTI Based Diagnostic Prediction of a Disease via Pattern Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Demons registration of high angular resolution diffusion images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Multimodal Image Registration by Information Fusion at Feature Level.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Bayesian Framework for White Matter Fiber Similarity Measure.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Improving emotion recognition using class-level spectral features.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008
Spatial normalization of diffusion tensor images based on anisotropic segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

On Classifying Disease-Induced Patterns in the Brain Using Diffusion Tensor Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

On Computing the Underlying Fiber Directions from the Diffusion Orientation Distribution Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Multiparametric tissue abnormality characterization using manifold regularization.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

Manifold based Morphometry applied to schizophrenia.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Learning-based analysis of emotional impairments in schizophrenia.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

On non-linear characterization of tissue abnormality by constructing disease manifolds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
On Analyzing Diffusion Tensor Images by Identifying Manifold Structure Using Isomaps.
IEEE Trans. Medical Imaging, 2007

Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor.
IEEE Trans. Medical Imaging, 2007

Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images.
Proceedings of the Information Processing in Medical Imaging, 2007

An Anatomical Equivalence Class Based Joint Transformation-Residual Descriptor for Morphological Analysis.
Proceedings of the Information Processing in Medical Imaging, 2007

On Detecting Subtle Pathology via Tissue Clustering of Multi-parametric Data using Affinity Propagation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Estimating Cluster Overlap on Manifolds and its Application to Neuropsychiatric Disorders.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Quantifying Facial Expression Abnormality in Schizophrenia by Combining 2D and 3D Features.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Manifold based analysis of diffusion tensor images using isomaps.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Correspondence detection in diffusion tensor images.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

On Characterizing and Analyzing Diffusion Tensor Images by Learning their Underlying Manifold Structure.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry.
Proc. Natl. Acad. Sci. USA, 2005

2004
Matching of Diffusion Tensor Images using Gabor Features.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004


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