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A Brute Force Approach To Improve The Classification Accuracy In Resting State FMRI Data

Author:Debbrata Kumar Saha  Eswar Damaraju  Barnaly Rashid  Anees Abrol  Sergey Plis  Vince Calhoun  

Institution:Harvard Medical School  Harvard Medical School  The Mind Research Network  University of New Mexico  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3867  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

A combination of dynamic community structure and machine learning methods in tracking Alzheimer's disease-related functional reorganization

Author:Wenliang Fan  

Institution:Union Hospital, Tongji Medical College, Huazhong University of Science and Technology  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3872  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 18  

Altered Effective Connectivity Anchored in the Posterior Cingulate Cortex and the Medial Prefrontal Cortex in Cognitively Intact Elderly APOE e4 Carriers: A Preliminary Study

Author:Xiao Luo  Kaicheng Li  Qingze Zeng  Peiyu Huang  Yong Zhang  Minming Zhang  

Institution:GE Healthcare Shanghai  The 2nd Affiliated Hospital of Zhejiang University School of Medicine  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3863  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Arterial spin labeling pre-processing strategies for functional connectivity analysis

Author:Kalen Petersen  Daniel Claassen  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3857  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Automatic Identification of ICA Components using A Generative Adversarial Network

Author:Yiyu Chou  Snehashis Roy  Catie Chang  John Butman  Dzung Pham  

Institution:Center for Neuroscience and Regenerative Medicine  NIH  NINDS  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3858  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Brain connectivity assessed by mechanical covariance

Author:Haitao Ge  Armando Manduca  David Jones  Clifford Jack JR  John Huston III  Richard Ehman  Matthew Murphy  

Institution:Mayo Clinic  Mayo Clinic  Xuzhou Medical University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3855  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 1  

Classification of sleep stages from fMRI dynamic functional connectivity using deep learning

Author:Joana Carmona  Rodolfo Abreu  Carlos Santiago  Alberto Leal  Jacinto Nascimento  Patrícia Figueiredo  

Institution:Centro Hospitalar Psiquiátrico de Lisboa  Instituto Superior Técnico - Universidade de Lisboa  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3861  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Comparison of 3T and 7T PCC seed based spontaneous co-activation analysis

Author:Wanyong Shin  Crawford Anna  Xiao Liu  Mark Lowe  

Institution:Cleveland Clinic  Pennsylvania State University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3876  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 22  

Functional Connectome Fingerprinting using Recurrent Neural Networks Does Not Depend on the Temporal Structure of the Data

Author:Gokce Sarar  Shili Wang  Jiawei Ren  Thomas T. Liu  

Institution:Beihang University  Canyon Crest Academy  UCSD Center for Functional MRI  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3856  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Functional Domain Connectivity Strength in Schizophrenia

Author:Victor Vergara  Vince Calhoun  

Institution:The Mind Research Network  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3877  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Global signal measures are significantly related to functional connectivity variations across scans both before and after global signal regression

Author:Alican Nalci  Wenjing Luo  Thomas Liu  

Institution:University of california, San Diego  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3866  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Identifying confounds in human brain functional connectomes: physiological and cognitive contributions

Author:Phillip Ward  Sharna Jamadar  Stuart Oldham  Aurina Arnatkeviciute  Gary Egan  

Institution:Monash University  Australian Research Council  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3862  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Multi-Slice LINE-scanning (MS-LINE) method to characterize the laminar specificity and variability in both evoked and resting-state fMRI

Olfaction connectivity in Patients with Parkinson’s disease: A comparative fMRI study.

Author:S Kumaran  Shefali Chaudhary  Vinay Goyal  Priyanka Bhat  Ankita Sharma  Gauri Kaloiya  Mani Kalaivani  

Institution:All India Institute of Medical Sciences  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3864  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Quantitative Assessment of Temporal Changes in fMRI and DTI Parameters in the Squirrel Monkey Spinal Cord after Injury

Author:Arabinda Mishra  Feng Wang  Li Chen  John Gore  

Institution:Vanderbilt University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3869  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Regional Brain Resting-State Neural Activity in Patients with Single Ventricle Heart Disease

Author:Xiaopeng Song  Bhaswati Roy  Sadhana Singh  Ashish Sahib  Nancy Halnon  Alan Lewis  Mary Woo  Nancy Pike  Rajesh Kumar  

Institution:Children's Hospital Los Angeles  University of California Los Angeles  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3878  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Resting-state functional connectivity estimates across scans are correlated with nuisance metrics both before and after nuisance regression

Author:Wenjing Luo  Alican Nalci  Thomas Liu  

Institution:University of california, San Diego  Zhejiang University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3868  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 14  

Seed-based test-retest reliability of resting state function magnetic resonance imaging at 3T and 7T.

Author:Ajay Nemani  Mark Lowe  

Institution:Cleveland Clinic Foundation  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3874  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

Sequential Monte Carlo for studying effective connectivity in fMRI

Author:Mauro Costagli  Ercan Kuruoglu  Pierfrancesco Ambrosi  Guido Buonincontri  Laura Biagi  Michela Tosetti  

Institution:Imago7 Research Foundation  IRCCS Stella Maris  ISTI-CNR  University of Pisa  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3871  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 17  

Simple Data Acquisition Choices can Adversely Affect Preprocessing Strategies in Resting State fMRI

Author:Anna Crawford  Mark Lowe  

Institution:Cleveland Clinic Foundation  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3870  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

Simultaneous measurement of functional connectivity and cerebrovascular reactivity (CVR): feasibility of vasculature-normalized fcMRI

Author:Xirui Hou  Peiying Liu  Hong Gu  Micaela Chan  Li Yang  Shin-Lei Peng  Yihong Yang  Denise Park  Hanzhang Lu  

Institution:China Medical University  Johns Hopkins University School of Medicine  National Institute on Drug Abuse  University of Texas at Dallas  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3859  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Slice Timing Effects on Spectral Dynamic Causal Modeling

Author:Cole Cook  Guyjoon Hwang  Veena Nair  Jedidiah Mathis  Andrew Nencka  Jeffery Binder  Mary Meyerand  

Institution:Medical College of Wisconsin  University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3873  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Sparse Dictionary Learning and Deep Convolutional Auto-encoders as Alternative Methods to ICA for Resting-State Network Detection

Author:Alice Shen  Gregory Simchick  Brandon Campbell  Qun Zhao  

Institution:University of Georgia  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3865  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 11  

The functional network construction by using Pearson’s correlation, mutual information and convergent cross mapping

Author:Zhizheng Zhuo  Xiangyu Ma  Lijiang Wei  Zhe Ma  Haiyun Li  

Institution:Capital Medical University  Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3875  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 21