Gopikrishna Deshpande

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Topics

Functional Connectivity

Granger Causality

Homomorphic Filtering

Mild Cognitive Impairment

Top Venues

Brain Informatics

IEEE Trans. Cybern.

Publications

Gopikrishna Deshpande, Janzaib Masood, Nguyen Huynh, Thomas S. Denney, Michael N. Dretsch
Interpretable Deep Learning for Neuroimaging-Based Diagnostic Classification. IEEE Access 12 (2024)
Adam M. Goodman, Muriah D. Wheelock, Nathaniel G. Harnett, Elizabeth S. Davis, Sylvie Mrug, Gopikrishna Deshpande, David C. Knight
Stress-Induced Changes in Effective Connectivity During Regulation of the Emotional Response to Threat. Brain Connect. 12 (7) (2022)
Gopikrishna Deshpande, Xinyu Zhao, Jennifer L. Robinson
Functional parcellation of the hippocampus based on its layer-specific connectivity with default mode and dorsal attention networks. NeuroImage 254 (2022)
Yueen Ma, Da Yan, Cheng Long, D. Rangaprakash, Gopikrishna Deshpande
Predicting Autism Spectrum Disorder from Brain Imaging Data by Graph Convolutional Network. IJCNN (2021)
Madhura Ingalhalikar, Sumeet Shinde, Arnav Karmarkar, Archith Rajan, D. Rangaprakash, Gopikrishna Deshpande
Functional Connectivity-Based Prediction of Autism on Site Harmonized ABIDE Dataset. IEEE Trans. Biomed. Eng. 68 (12) (2021)
Da Yan, Shengbin Wu, Mirza Tanzim Sami, Abdullateef Ibrahim Almudaifer, Zhe Jiang, Haiquan Chen, D. Rangaprakash, Gopikrishna Deshpande, Yueen Ma
Improving Brain Dysfunction Prediction by GAN: A Functional-Connectivity Generator Approach. IEEE BigData (2021)
N. Chaitra, P. A. Vijaya, Gopikrishna Deshpande
Diagnostic prediction of autism spectrum disorder using complex network measures in a machine learning framework. Biomed. Signal Process. Control. 62 (2020)
Mohammed A. Syed, Zhi Yang, D. Rangaprakash, Xiaoping Hu, Michael N. Dretsch, Jeffrey S. Katz, Thomas S. Denney, Gopikrishna Deshpande
DisConICA: a Software Package for Assessing Reproducibility of Brain Networks and their Discriminability across Disorders. Neuroinformatics 18 (1) (2020)
D. Rangaprakash, Toluwanimi Odemuyiwa, D. Narayana Dutt, Gopikrishna Deshpande
Density-based clustering of static and dynamic functional MRI connectivity features obtained from subjects with cognitive impairment. Brain Informatics 7 (1) (2020)
Sinan Zhao, D. Rangaprakash, Peipeng Liang, Gopikrishna Deshpande
Deterioration from healthy to mild cognitive impairment and Alzheimer's disease mirrored in corresponding loss of centrality in directed brain networks. Brain Informatics 6 (1) (2019)
Xinyu Zhao, D. Rangaprakash, Bowen Yuan, Thomas S. Denney Jr., Jeffrey S. Katz, Michael N. Dretsch, Gopikrishna Deshpande
Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning. Frontiers Appl. Math. Stat. 4 (2018)
Jing Zhang, Tianming Liu, Gopikrishna Deshpande
Probabilistic Methods in Computational Neuroscience. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (2) (2018)
Sreenath P. Kyathanahally, Yun Wang, Vince D. Calhoun, Gopikrishna Deshpande
Investigation of True High Frequency Electrical Substrates of fMRI-Based Resting State Networks Using Parallel Independent Component Analysis of Simultaneous EEG/fMRI Data. Frontiers Neuroinformatics 11 (2017)
Sreenath P. Kyathanahally, Ana Franco-Watkins, Xiaoxia Zhang, Vince D. Calhoun, Gopikrishna Deshpande
A Realistic Framework for Investigating Decision Making in the Brain With High Spatiotemporal Resolution Using Simultaneous EEG/fMRI and Joint ICA. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Karthik Ramakrishnan Sreenivasan, Xiaowei Zhuang, Sarah J. Banks, Virendra Mishra, Zhengshi Yang, Gopikrishna Deshpande, Dietmar Cordes
Olfactory Network Differences in Master Sommeliers: Connectivity Analysis Using Granger Causality and Graph Theoretical Approach. Brain Connect. 7 (2) (2017)
Jennifer L. Robinson, Nouha Salibi, Gopikrishna Deshpande
Functional connectivity of the left and right hippocampi: Evidence for functional lateralization along the long-axis using meta-analytic approaches and ultra-high field functional neuroimaging. NeuroImage 135 (2016)
Benjamin M. Hampstead, M. Khoshnoodi, W. Yan, Gopikrishna Deshpande, Krish Sathian
Patterns of effective connectivity during memory encoding and retrieval differ between patients with mild cognitive impairment and healthy older adults. NeuroImage 124 (2016)
Gopikrishna Deshpande, Peng Wang, D. Rangaprakash, Bogdan M. Wilamowski
Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data. IEEE Trans. Cybern. 45 (12) (2015)
Karthik Ramakrishnan Sreenivasan, Martin Havlicek, Gopikrishna Deshpande
Nonparametric Hemodynamic Deconvolution of fMRI Using Homomorphic Filtering. IEEE Trans. Medical Imaging 34 (5) (2015)
Yunzhi Wang, Veena Chattaraman, Hyejeong Kim, Gopikrishna Deshpande
Predicting Purchase Decisions Based on Spatio-Temporal Functional MRI Features Using Machine Learning. IEEE Trans. Auton. Ment. Dev. 7 (3) (2015)
Guo-Rong Wu, Gopikrishna Deshpande, Steven Laureys, Daniele Marinazzo
Retrieving the Hemodynamic Response Function in resting state fMRI: Methodology and application. EMBC (2015)
Vajarala Ashikh, Gopikrishna Deshpande, D. Rangaprakash, D. Narayana Dutt
Clustering of dynamic functional connectivity features obtained from functional Magnetic Resonance Imaging data. ICACCI (2015)
Muriah D. Wheelock, Karthik Ramakrishnan Sreenivasan, Kimberly H. Wood, Lawrence W. Ver Hoef, Gopikrishna Deshpande, David C. Knight
Threat-related learning relies on distinct dorsal prefrontal cortex network connectivity. NeuroImage 102 (2014)
Dimitrios Kapogiannis, Gopikrishna Deshpande, Frank Krueger, Matthew P. Thornburg, Jordan Henry Grafman
Brain Networks Shaping Religious Belief. Brain Connect. 4 (1) (2014)
Hao Jia, Xiaoping Hu, Gopikrishna Deshpande
Behavioral Relevance of the Dynamics of the Functional Brain Connectome. Brain Connect. 4 (9) (2014)
D. Rangaprakash, Xiaoping Hu, Gopikrishna Deshpande
Phase Synchronization in Brain Networks derived from Correlation between Probabilities of Recurrences in Functional MRI Data. Int. J. Neural Syst. 23 (2) (2013)
Gopikrishna Deshpande, Xiaoping Hu
Investigating Effective Brain Connectivity from fMRI Data: Past Findings and Current Issues with Reference to Granger Causality Analysis. Brain Connect. 2 (5) (2012)
Simon Lacey, Henrik Hagtvedt, Vanessa M. Patrick, Amy Anderson, Randall Stilla, Gopikrishna Deshpande, Xiaoping Hu, João R. Sato, Srinivas Reddy, Krish Sathian
Art for reward's sake: Visual art recruits the ventral striatum. NeuroImage 55 (1) (2011)
Gopikrishna Deshpande, Priya Santhanam, Xiaoping Hu
Instantaneous and causal connectivity in resting state brain networks derived from functional MRI data. NeuroImage 54 (2) (2011)
Krish Sathian, Simon Lacey, Randall Stilla, Gregory O. Gibson, Gopikrishna Deshpande, Xiaoping Hu, Stephen LaConte, Christopher Glielmi
Dual pathways for haptic and visual perception of spatial and texture information. NeuroImage 57 (2) (2011)
Gopikrishna Deshpande, Krish Sathian, Xiaoping Hu
Assessing and Compensating for Zero-Lag Correlation Effects in Time-Lagged Granger Causality Analysis of fMRI. IEEE Trans. Biomed. Eng. 57 (6) (2010)
Gopikrishna Deshpande, Xiaoping Hu, Simon Lacey, Randall Stilla, Krish Sathian
Object familiarity modulates effective connectivity during haptic shape perception. NeuroImage 49 (3) (2010)
Gopikrishna Deshpande, Krish Sathian, Xiaoping Hu
Effect of hemodynamic variability on Granger causality analysis of fMRI. NeuroImage 52 (3) (2010)
Gopikrishna Deshpande, Xiaoping Hu, Randall Stilla, Krish Sathian
Effective connectivity during haptic perception: A study using Granger causality analysis of functional magnetic resonance imaging data. NeuroImage 40 (4) (2008)
Gopikrishna Deshpande, Stephen LaConte, Scott Peltier, Xiaoping Hu
Connectivity Analysis of Human Functional MRI Data: From Linear to Nonlinear and Static to Dynamic. MIAR (2006)
Gopikrishna Deshpande, Stephen LaConte, Scott Peltier, Xiaoping Hu
Directed Transfer Function Analysis of fMRI Data to Investigate Network Dynamics. EMBC (2006)