H. Gazula

发表

Using mutual information to capture major concerns of postural control in a tossing activity.

Chien-Chi Chang, Ming-Lun Lu, S. Hsiang, 2015, Journal of biomechanics.

Acute ischaemic stroke alters the brain’s preference for distinct dynamic connectivity states

V. Calhoun, G. Fink, V. Vergara, 2020, Brain : a journal of neurology.

Acute ischemic stroke alters the brain’s preference for distinct dynamic connectivity states

V. Calhoun, G. Fink, V. Vergara, 2019 .

Dynamic connectivity predicts acute motor impairment and recovery post-stroke

V. Calhoun, G. Fink, V. Vergara, 2020, medRxiv.

Thinking ahead: spontaneous next word predictions in context as a keystone of language in humans and machines

Aren Jansen, Kenneth A. Norman, Orrin Devinsky, 2022 .

Modular and state-relevant connectivity in high-frequency resting-state BOLD fMRI data: An independent component analysis

Rogers F. Silva, V. Calhoun, J. Stephen, 2020, bioRxiv.

Correspondence between the layered structure of deep language models and temporal structure of natural language processing in the human brain

Michael P. Brenner, Omer Levy, Avinatan Hassidim, 2023, bioRxiv.

Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity

Vince D. Calhoun, Sergey M. Plis, Bradley T. Baker, 2018, Front. Neuroinform..

Federation of Brain Age Estimation in Structural Neuroimaging Data

Jingyu Liu, Rajikha Raja, Sunitha Basodi, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Decentralized Brain Age Estimation using MRI Data

V. Calhoun, Jingyu Liu, S. Basodi, 2021, bioRxiv.

Interpreting models interpreting brain dynamics

Zening Fu, Sergey Plis, Alex Fedorov, 2021, Scientific Reports.

Fine temporal brain network structure modularizes and localizes differently in men and women: Insights from a novel explainability framework

Robyn Miller, N. Lewis, V. Calhoun, 2022, bioRxiv.

Federated analysis in COINSTAC reveals functional network connectivity and spectral links to smoking and alcohol consumption in nearly 2,000 adolescent brains

J. Turner, T. Paus, A. Sarwate, 2022, bioRxiv.

Can recurrent models know more than we do?

Sergey Plis, Harshvardhan Gazula, Armin Iraji, 2021, 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI).

Modular and state-relevant functional network connectivity in high-frequency eyes open vs eyes closed resting fMRI data

Rogers F. Silva, V. Calhoun, J. Stephen, 2021, Journal of Neuroscience Methods.

Shared computational principles for language processing in humans and deep language models

Omer Levy, K. Norman, A. Jansen, 2022, Nature Neuroscience.

Brain embeddings with shared geometry to artificial contextual embeddings, as a code for representing language in the human brain

Michael P. Brenner, Avinatan Hassidim, U. Hasson, 2022, bioRxiv.

Correspondence between the layered structure of deep language models and temporal structure of natural language processing in the human brain

Michael P. Brenner, Omer Levy, Avinatan Hassidim, 2023, bioRxiv.

Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines

Samuel A. Nastase, Michael P. Brenner, K. Norman, 2020, bioRxiv.

Stochastic Resonance in Time-to-Contact Judgments

Simon M. Hsiang, Patricia R. DeLucia, Harshvardhan Gazula, 2015 .

Federated Analysis of Neuroimaging Data: A Review of the Field

J. Turner, A. Sarwate, T. DeRamus, 2021, Neuroinformatics.

Decentralized multi-site VBM analysis during adolescence shows structural changes linked to age, body mass index, and smoking: A COINSTAC analysis

Vince D. Calhoun, Zuo Zhang, Harshvardhan Gazula, 2019, bioRxiv.

Fault Detection Using Human–Machine Co-Construct Intelligence in Semiconductor Manufacturing Processes

Yang Yu, Simon M. Hsiang, Harshvardhan Gazula, 2015, IEEE Transactions on Semiconductor Manufacturing.

Deep speech-to-text models capture the neural basis of spontaneous speech in everyday conversations

Michael P. Brenner, Avinatan Hassidim, U. Hasson, 2023, bioRxiv.

Social Network based sensitivity analysis for patient flow using computer simulation

Simon M. Hsiang, Harshvardhan Gazula, Amin Nikakhtar, 2015, Comput. Ind. Eng..

COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation

Anand D. Sarwate, Sergey M. Plis, Hafiz Imtiaz, 2020, J. Open Source Softw..

Decentralized distribution-sampled classification models with application to brain imaging

Vince D. Calhoun, Sergey Plis, Harshvardhan Gazula, 2019, Journal of Neuroscience Methods.

Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis

Harshvardhan Gazula, Jessica A Turner, Vince D Calhoun, 2021, Neuroinformatics.

Correspondence between the layered structure of deep language models and temporal structure of natural language processing in the human brain

U. Hasson, Patricia Dugan, O. Devinsky, 2022 .

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

Adrian V. Dalca, Derek H. Oakley, J. E. Iglesias, 2023, bioRxiv.

Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility

Bradley T. Baker, J. Turner, A. Sarwate, 2023, Frontiers in Neuroinformatics.

Decentralized Mixed Effects Modeling in COINSTAC

S. Basodi, V. Calhoun, Rajikha Raja, 2023, bioRxiv.

Thinking ahead: prediction in context as a keystone of language in humans and machines

A. Jansen, A. Flinker, Patricia Dugan, 2020 .

Three‐dimensional histology reveals dissociable human hippocampal long‐axis gradients of Alzheimer's pathology

H. Gazula, Diana Ortega-Cruz, J. E. Iglesias, 2024, Alzheimer's & dementia : the journal of the Alzheimer's Association.