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A. Venkataraman · SciRah

Researcher profile · Semantic Scholar

A. Venkataraman

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A. Venkataraman — researcher profile on SciRah

h-index: 22
Works: 89
Citations: 3,703

Most-cited papers

Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization.
K. V. van Dijk, T. Hedden, A. Venkataraman, Karleyton C. Evans +2 more
2010Journal of Neurophysiology1,933 citations Open access
Semantic Scholar
Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, U. Baid, Brandon Edwards, Micah J. Sheller +275 more
2022Nature Communications403 citations Open access
Semantic Scholar
Whole Brain Resting State Functional Connectivity Abnormalities in Schizophrenia
A. Venkataraman, T. Whitford, C. Westin, P. Golland +1 more
2012Schizophrenia Research159 citations Open access
Semantic Scholar
Modulation of fear generalization by the zona incerta
A. Venkataraman, N. Brody, Preethi J. Reddi, Ji-Dong Guo +2 more
2018Proceedings of the National Academy of Sciences of the United States of America66 citations Open access
Semantic Scholar
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations
N. D'Souza, M. Nebel, D. Crocetti, Joshua Robinson +2 more
2021International Conference on Medical Imaging with Deep Learning58 citations
Semantic Scholar
Identifying disease foci from static and dynamic effective connectivity networks: Illustration in soldiers with trauma
D. Rangaprakash, Michael N. Dretsch, A. Venkataraman, J. S. Katz +2 more
2018Human Brain Mapping58 citations Open access
Semantic Scholar
Joint Modeling of Anatomical and Functional Connectivity for Population Studies
A. Venkataraman, Yogesh Rathi, M. Kubicki, C. Westin +1 more
2011IEEE Transactions on Medical Imaging58 citations Open access
Semantic Scholar
Incerto-thalamic modulation of fear via GABA and dopamine
A. Venkataraman, Sarah C. Hunter, Maria Dhinojwala, Diana G. Ghebrezadik +4 more
2021Neuropsychopharmacology45 citations Open access
Semantic Scholar
Automated inter-patient seizure detection using multichannel Convolutional and Recurrent Neural Networks
Jeff Craley, Emily Johnson, C. Jouny, A. Venkataraman
2021Biomedical Signal Processing and Control44 citations
Semantic Scholar
Bi-directional effects of pituitary adenylate cyclase-activating polypeptide (PACAP) on fear-related behavior and c-Fos expression after fear conditioning in rats
E. Meloni, A. Venkataraman, R. J. Donahue, W. Carlezon
2015Psychoneuroendocrinology38 citations Open access
Semantic Scholar
Determining thresholds for three indices of autoregulation to identify the lower limit of autoregulation during cardiac surgery
Xiuyun Liu, K. Akiyoshi, Mitsunori Nakano, K. Brady +9 more
2020Critical Care Medicine36 citations Open access
Semantic Scholar
An unbiased Bayesian approach to functional connectomics implicates social-communication networks in autism
A. Venkataraman, J. Duncan, D. Y. Yang, K. Pelphrey
2015NeuroImage: Clinical32 citations Open access
Semantic Scholar
VESUS: A Crowd-Annotated Database to Study Emotion Production and Perception in Spoken English
Jacob Sager, Ravi Shankar, Jacob C. Reinhold, A. Venkataraman
2019Interspeech27 citations
Semantic Scholar
Integrating Convolutional Neural Networks and Probabilistic Graphical Modeling for Epileptic Seizure Detection in Multichannel EEG
Jeff Craley, Emily Johnson, A. Venkataraman
2019Information Processing in Medical Imaging27 citations
Semantic Scholar
Robust Feature Selection in Resting-State fMRI Connectivity Based on Population Studies
A. Venkataraman, M. Kubicki, C. Westin, P. Golland
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops27 citations Open access
Semantic Scholar
DeepEZ: A Graph Convolutional Network for Automated Epileptogenic Zone Localization From Resting-State fMRI Connectivity
Naresh Nandakumar, David Hsu, Raheel Ahmed, A. Venkataraman
2022IEEE Transactions on Biomedical Engineering26 citations Open access
Semantic Scholar
Pivotal Response Treatment Prompts a Functional Rewiring of the Brain amongst Individuals with Autism Spectrum Disorder
A. Venkataraman, D. Y. Yang, N. Dvornek, L. Staib +3 more
2016NeuroReport26 citations Open access
Semantic Scholar
Pituitary Adenylate Cyclase–Activating Polypeptide Disrupts Motivation, Social Interaction, and Attention in Male Sprague Dawley Rats
R. J. Donahue, A. Venkataraman, F. Carroll, E. Meloni +1 more
2016Biological Psychiatry25 citations Open access
Semantic Scholar
Bayesian Community Detection in the Space of Group-Level Functional Differences
A. Venkataraman, D. Y. Yang, K. Pelphrey, J. Duncan
2016IEEE Transactions on Medical Imaging25 citations Open access
Semantic Scholar
Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge
M. Schirmer, A. Venkataraman, I. Rekik, Minjeong Kim +22 more
2021Medical Image Anal.23 citations Open access
Semantic Scholar
Rheumatoid Arthritis and Periodontal Disease. An Update.
A. Venkataraman, K. Almas
2015The New York State Dental Journal23 citations
Semantic Scholar
Automated Eloquent Cortex Localization in Brain Tumor Patients Using Multi-task Graph Neural Networks
Naresh Nandakumar, K. Manzoor, S. Agarwal, J. Pillai +3 more
2021Medical Image Anal.22 citations Open access
Semantic Scholar
Inter-trial Coherence of Medial Frontal Theta Oscillations Linked to Differential Feedback Processing in Youth and Young Adults with Autism
Stefon J. R. van Noordt, Jia Wu, A. Venkataraman, M. Larson +2 more
2017Research in Autism Spectrum Disorders22 citations Open access
Semantic Scholar
Deep sr-DDL: Deep structurally regularized dynamic dictionary learning to integrate multimodal and dynamic functional connectomics data for multidimensional clinical characterizations
N. D'Souza, M. Nebel, D. Crocetti, N. Wymbs +3 more
2020NeuroImage21 citations Open access
Semantic Scholar
PACAP increases Arc/Arg 3.1 expression within the extended amygdala after fear conditioning in rats
E. Meloni, Karen T. Kaye, A. Venkataraman, W. Carlezon
2018Neurobiology of Learning and Memory21 citations Open access
Semantic Scholar
Investigating Focal Connectivity Deficits in Alzheimer's Disease Using Directional Brain Networks Derived from Resting-State fMRI
Sinan Zhao, D. Rangaprakash, A. Venkataraman, P. Liang +1 more
2017Frontiers in Aging Neuroscience21 citations Open access
Semantic Scholar
Non-parallel Emotion Conversion using a Deep-Generative Hybrid Network and an Adversarial Pair Discriminator
Ravi Shankar, Jacob Sager, A. Venkataraman
2020Interspeech20 citations Open access
Semantic Scholar
A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective
Ravi Shankar, Jacob Sager, A. Venkataraman
2019Interspeech19 citations
Semantic Scholar
From Connectivity Models to Region Labels: Identifying Foci of a Neurological Disorder
A. Venkataraman, M. Kubicki, P. Golland
2013IEEE Transactions on Medical Imaging19 citations Open access
Semantic Scholar
Expanding the canon: an inclusive neurobiology of thalamic and subthalamic fear circuits
A. Venkataraman, B. Dias
2022Neuropharmacology18 citations Open access
Semantic Scholar
Joint Generative Model for fMRI/DWI and Its Application to Population Studies
A. Venkataraman, Yogesh Rathi, M. Kubicki, C. Westin +1 more
2010International Conference on Medical Image Computing and Computer-Assisted Intervention18 citations
Semantic Scholar
Automated seizure activity tracking and onset zone localization from scalp EEG using deep neural networks
Jeff Craley, C. Jouny, Emily Johnson, David Hsu +2 more
2022PLoS ONE17 citations Open access
Semantic Scholar
G-MIND: an end-to-end multimodal imaging-genetics framework for biomarker identification and disease classification
Sayan Ghosal, Qiang Chen, G. Pergola, A. Goldman +9 more
2021Medical Imaging16 citations Open access
Semantic Scholar
A Spatio-Temporal Model of Seizure Propagation in Focal Epilepsy
Jeff Craley, Emily Johnson, A. Venkataraman
2020IEEE Transactions on Medical Imaging16 citations Open access
Semantic Scholar
Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data
N. D'Souza, M. Nebel, N. Wymbs, S. Mostofsky +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention15 citations Open access
Semantic Scholar
A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity
Naresh Nandakumar, K. Manzoor, J. Pillai, S. Gujar +2 more
2019CNI@MICCAI14 citations
Semantic Scholar
Automated Emotion Morphing in Speech Based on Diffeomorphic Curve Registration and Highway Networks
Ravi Shankar, Hsi-Wei Hsieh, N. Charon, A. Venkataraman
2019Interspeech14 citations
Semantic Scholar
Differences in functional connectivity distribution after transcranial direct‐current stimulation: A connectivity density point of view
Bohao Tang, Yi Zhao, A. Venkataraman, K. Tsapkini +3 more
2020bioRxiv13 citations Open access
Semantic Scholar
A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models
Jeff Craley, Emily Johnson, A. Venkataraman
2018International Conference on Medical Image Computing and Computer-Assisted Intervention13 citations Open access
Semantic Scholar
Or47b-neurons promote male-mating success in Drosophila
S. R. Lone, A. Venkataraman, M. Srivastava, Sheetal Potdar +1 more
2015Biology Letters13 citations Open access
Semantic Scholar
A generative-discriminative framework that integrates imaging, genetic, and diagnosis into coupled low dimensional space
Sayan Ghosal, Qiang Chen, G. Pergola, A. Goldman +9 more
2021NeuroImage11 citations Open access
Semantic Scholar
A Deep-Generative Hybrid Model to Integrate Multimodal and Dynamic Connectivity for Predicting Spectrum-Level Deficits in Autism
N. D'Souza, M. Nebel, D. Crocetti, N. Wymbs +3 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations
Semantic Scholar
Multi-speaker Emotion Conversion via Latent Variable Regularization and a Chained Encoder-Decoder-Predictor Network
Ravi Shankar, Hsi-Wei Hsieh, N. Charon, A. Venkataraman
2020Interspeech11 citations Open access
Semantic Scholar
A Joint Network Optimization Framework to Predict Clinical Severity from Resting State Functional MRI Data
N. D'Souza, M. Nebel, N. Wymbs, S. Mostofsky +1 more
2019NeuroImage11 citations Open access
Semantic Scholar
From Brain Connectivity Models to Identifying Foci of a Neurological Disorder
A. Venkataraman, M. Kubicki, P. Golland
2012International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations
Semantic Scholar
Prospective Learning: Back to the Future
J. Vogelstein, Timothy D. Verstynen, K. Kording, Leyla Isik +59 more
2022arXiv.org8 citations
Semantic Scholar
A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes
N. D'Souza, M. Nebel, D. Crocetti, N. Wymbs +3 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations
Semantic Scholar
SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG
Jeff Craley, Emily Johnson, C. Jouny, David Hsu +2 more
2022International Conference on Medical Imaging with Deep Learning7 citations
Semantic Scholar
A Comparative Study of Data Augmentation Techniques for Deep Learning Based Emotion Recognition
Ravi Shankar, Abdouh Harouna Kenfack, Arjun Somayazulu, A. Venkataraman
2022arXiv.org7 citations Open access
Semantic Scholar
Prospective Learning: Principled Extrapolation to the Future
Ashwin De Silva, Rahul Ramesh, Pallavi V. Kulkarni, M. Shuler +38 more
20227 citations
Semantic Scholar

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