Ai Wern Chung

ORCID: 0000-0002-0905-6698
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About
Contact & Profiles
Research Areas
  • Advanced Neuroimaging Techniques and Applications
  • Functional Brain Connectivity Studies
  • Advanced MRI Techniques and Applications
  • EEG and Brain-Computer Interfaces
  • Neural dynamics and brain function
  • Neonatal and fetal brain pathology
  • MRI in cancer diagnosis
  • Mental Health Research Topics
  • Complex Network Analysis Techniques
  • Attention Deficit Hyperactivity Disorder
  • Fetal and Pediatric Neurological Disorders
  • Traumatic Brain Injury Research
  • Biomedical and Engineering Education
  • Chronic Obstructive Pulmonary Disease (COPD) Research
  • RNA regulation and disease
  • Heart Rate Variability and Autonomic Control
  • Transcranial Magnetic Stimulation Studies
  • Moyamoya disease diagnosis and treatment
  • Health and Medical Research Impacts
  • Neural and Behavioral Psychology Studies
  • Atomic and Subatomic Physics Research
  • Motor Control and Adaptation
  • Domain Adaptation and Few-Shot Learning
  • Traumatic Brain Injury and Neurovascular Disturbances
  • Alzheimer's disease research and treatments

Boston Children's Hospital
2017-2024

Harvard University
2018-2024

Institut des Sciences Cognitives Marc Jeannerod
2021

Harvard University Press
2020

Kennedy Krieger Institute
2020

Boston Children's Museum
2020

Boston University
2014-2017

King's College London
2014-2016

University College London
2013-2016

St George's, University of London
2012-2014

<h3>Objective:</h3> To characterize brain network connectivity impairment in cerebral small-vessel disease (SVD) and its relationship with MRI markers cognitive impairment. <h3>Methods:</h3> A cross-sectional design applied graph-based efficiency analysis to deterministic diffusion tensor tractography data from 115 patients lacunar infarction leukoaraiosis 50 healthy individuals. Structural was estimated between 90 cortical subcortical regions measures of resulting graphs were analyzed....

10.1212/wnl.0000000000000612 article EN cc-by Neurology 2014-06-21

Brain pathology is a poorly understood systemic manifestation of chronic obstructive pulmonary disease (COPD). Imaging techniques using magnetic resonance (MR) diffusion tensor imaging (DTI) and resting state functional MR (rfMRI) provide measures white matter microstructure gray activation, respectively.We hypothesized that patients with COPD would have reduced integrity communication between resting-state networks be significantly different to control subjects. In addition, we tested...

10.1164/rccm.201202-0355oc article EN American Journal of Respiratory and Critical Care Medicine 2012-06-01

Cerebral microbleeds (CMBs) are common in cerebral small vessel disease. They may cause cognitive impairment, possibly via white matter tract disruption but previous studies have produced inconsistent results. We determined whether CMB number and location associated with impaired cognition symptomatic disease any association was independent of other magnetic resonance imaging markers disease.One hundred sixteen patients lacunar stroke radiological leukoaraiosis were studied....

10.1161/strokeaha.112.670216 article EN Stroke 2013-01-16

Lacunes are an important disease feature of cerebral small vessel (SVD) but their relationship to cognitive impairment is not fully understood. To investigate this we determined (1) the between lacune count and total volume with cognition, (2) spatial distribution lacunes impact location, (3) whole brain anatomical covariance associated these strategically located regions damage. One hundred twenty one patients symptomatic lacunar stroke radiological leukoaraiosis were recruited multimodal...

10.1016/j.nicl.2014.05.009 article EN cc-by NeuroImage Clinical 2014-01-01
Douglas Dean M. Dylan Tisdall Jessica L. Wisnowski Eric Feczko Borjan Gagoski and 88 more Andrew L. Alexander Richard A.E. Edden Wei Gao Timothy Hendrickson Brittany Howell Hao Huang Kathryn L. Humphreys Tracy Riggins Chad M. Sylvester Kimberly B. Weldon Essa Yacoub Banu Ahtam Natacha Beck Suchandrima Banerjee Sergiy Boroday Arvind Caprihan B. Caron Samuel Carpenter Yulin V. Chang Ai Wern Chung Matthew Cieslak William T. Clarke Anders M. Dale Samir Das Christopher W. Davies‐Jenkins Alexander J. Dufford Alan C. Evans Laetitia Fesselier Sandeep Ganji Guillaume Gilbert Alice M. Graham Aaron T. Gudmundson Maren Macgregor-Hannah Michael P. Harms Tom Hilbert Steve C. N. Hui M. Okan İrfanoğlu Steven Kecskemeti Tobias Kober Joshua Kuperman Bidhan Lamichhane Bennett A. Landman Xavier Lecour-Bourcher Erik Lee Xu Li Leigh C. MacIntyre Cécile Madjar Mary Kate Manhard Andrew R. Mayer Kahini Mehta Lucille A. Moore Saipavitra Murali‐Manohar C. Navarro Mary Beth Nebel Sharlene D. Newman Allen T. Newton Ralph Noeske Elizabeth S. Norton Georg Oeltzschner Regis Ongaro-Carcy Xiawei Ou Minhui Ouyang Todd B. Parrish James J. Pekar Thomas Pengo Carlo Pierpaoli Russell A. Poldrack Vidya Rajagopalan Dan Rettmann Pierre Rioux Jens T. Rosenberg Taylor Salo Theodore D Satterthwaite Lisa S. Scott Eun-Kyung Shin Gizeaddis Simegn W. Kyle Simmons Yulu Song Barry J Tikalsky Jean A. Tkach Peter C.M. van Zijl Jennifer Vannest Maarten J. Versluis Yansong Zhao Helge J. Zöllner Damien A. Fair Christopher D. Smyser Jed T. Elison

The HEALthy Brain and Child Development (HBCD) Study, a multi-site prospective longitudinal cohort study, will examine human brain, cognitive, behavioral, social, emotional development beginning prenatally planned through early childhood. acquisition of multimodal magnetic resonance-based brain data is central to the study's core protocol. However, application Magnetic Resonance Imaging (MRI) methods in this population complicated by technical challenges difficulties imaging life. Overcoming...

10.1016/j.dcn.2024.101452 article EN cc-by-nc-nd Developmental Cognitive Neuroscience 2024-09-21

Abstract Diffusion models are advantageous for examining brain microstructure non‐invasively and their validation is important transference into the clinical domain. Neurite Orientation Dispersion Density Imaging (NODDI) a promising model estimating multiple diffusion compartments from MRI data acquired in clinically feasible time. As relatively new model, it necessary to examine NODDI under certain experimental conditions, such as change magnetic field‐strength, assess relation tensor...

10.1002/hbm.23328 article EN Human Brain Mapping 2016-08-01
Rémi Gau Stephanie Noble Katja Heuer Katherine L. Bottenhorn Isil Poyraz Bilgin and 95 more Yufang Yang Julia M. Huntenburg Johanna Bayer Richard A.I. Bethlehem Shawn A. Rhoads Christoph Vogelbacher Valentina Borghesani Elizabeth Levitis Hao-Ting Wang Sofie Van Den Bossche Xenia Kobeleva Jon Haitz Legarreta Samuel Guay Melvin Selim Atay Gael P. Varoquaux Dorien Huijser Malin Sandström Peer Herholz Samuel A. Nastase AmanPreet Badhwar Guillaume Dumas Simon Schwab Stefano Moia Michael Dayan Yasmine Bassil Paula P. Brooks Matteo Mancini James M. Shine David O’Connor Xihe Xie Davide Poggiali Patrick Friedrich Anibal Sólon Heinsfeld Lydia Riedl Roberto Toro César Caballero‐Gaudes Anders Eklund Kelly Garner Christopher Nolan Damion V. Demeter Fernando A. Barrios Junaid S. Merchant Elizabeth A. McDevitt Robert Oostenveld R. Cameron Craddock Ariel Rokem Andrew Doyle Satrajit Ghosh Aki Nikolaidis Olivia W. Stanley Eneko Uruñuela Nasim Anousheh Aurina Arnatkevičiūtė Guillaume Auzias Dipankar Bachar Élise Bannier Ruggero Basanisi Arshitha Basavaraj Marco Bedini Pierre Bellec R. Austin Benn Kathryn Berluti Steffen Bollmann Saskia Bollmann Claire Bradley Jesse A. Brown Augusto Buchweitz Patrick Callahan Micaela Y. Chan Bramsh Q. Chandio Theresa W Cheng Sidhant Chopra Ai Wern Chung Thomas Close Etienne Combrisson Giorgia Cona R. Todd Constable Claire Cury Kamalaker Dadi Pablo F. Damasceno Samir Das Fabrizio De Vico Fallani Krista DeStasio Erin W. Dickie Lena Dorfschmidt Eugene Duff Elizabeth DuPré Sarah L. Dziura Nathália Bianchini Esper Oscar Estéban Shreyas Fadnavis Guillaume Flandin Jessica Flannery John C. Flournoy Stephanie J. Forkel

10.1016/j.neuron.2021.04.001 article EN publisher-specific-oa Neuron 2021-04-30

Background: Nearly 20% of US adolescents report at least one lifetime concussion. Pathophysiologic models suggest that traumatic biomechanical forces caused by rotational deceleration lead to shear stress, which triggers a neurometabolic cascade beginning with excitotoxicity and leading significant energy demands period metabolic crisis for the injured brain. Proton magnetic resonance spectroscopy (1H MRS) offers means non-invasive measurement changes after Objective: Describe longitudinal...

10.3389/fneur.2019.00556 article EN cc-by Frontiers in Neurology 2019-06-07

Abstract Preterm infants may exhibit altered developmental patterns of the brain structural network by endogenous and exogenous stimuli, which are quantifiable through hub modular topologies that develop in third trimester. Although preterm networks can compensate for white matter microstructural abnormalities core connections, less is known about how characteristics differ from those full-term infants. We identified 13 hubs 4 modules revealed subtle differences edgewise connectivity local...

10.1093/cercor/bhac438 article EN Cerebral Cortex 2022-11-20

Principles of network topology have been widely studied in the human connectome. Of particular interest is modularity brain, where connectome divided into subnetworks from which changes with development, aging or disease can be investigated. We present a weighted measure, Network Dependency Index (NDI), to identify an individual region's importance global functioning network. Importantly, we utilize NDI differentiate four (Tiers) following Gaussian mixture model fitting. analyze topological...

10.1162/netn_a_00081 article EN cc-by Network Neuroscience 2019-01-01

The diffused nature of mild traumatic brain injury (mTBI) impacts white-matter pathways with potentially long-term consequences, even after initial symptoms have resolved. To understand post-mTBI recovery in adolescents, longitudinal studies are needed to determine the interplay between highly individualised trajectories and ongoing development. capture distributed mTBI recovery, we employ connectomes probe brain's structural organisation. We present a diffusion MRI study on adolescent...

10.1038/s41598-019-54950-0 article EN cc-by Scientific Reports 2019-12-11

Network theory provides a principled abstraction of the human brain: reducing complex system into simpler representation from which to investigate brain organisation. Recent advancement in neuroimaging field are towards representing connectivity as dynamic process order gain deeper understanding interplay between functional modules for efficient information transport. In this work, we employ heat kernels model energy diffusion networks. We extract node-based, multi-scale features describe...

10.1109/prni.2016.7552339 article EN 2016-06-01
Rémi Gau Stephanie Noble Katja Heuer Katherine L. Bottenhorn Isil Poyraz Bilgin and 95 more Yufang Yang Julia M. Huntenburg Johanna Bayer Richard A.I. Bethlehem Shawn A. Rhoads Christoph Vogelbacher Valentina Borghesani Elizabeth Levitis Hao-Ting Wang Sofie Van Den Bossche Xenia Kobeleva Jon Haitz Legarreta Gorroño Samuel Guay Melvin Selim Atay Gael P. Varoquaux Dorien Huijser Malin Sandström Peer Herholz Samuel A. Nastase AmanPreet Badhwar Guillaume Dumas Simon Schwab Stefano Moia Michael Dayan Yasmine Bassil Paula P. Brooks Matteo Mancini James M. Shine David O’Connor Xihe Xie Davide Poggiali Anibal Sólon Heinsfeld Patrick Friedrich Lydia Riedl Roberto Toro César Caballero‐Gaudes Anders Eklund Kelly Garner Christopher Nolan Damion V. Demeter Fernando A. Barrios Junaid S. Merchant Elizabeth A. McDevitt Robert Oostenveld R. Cameron Craddock Ariel Rokem Andrew Doyle Nathália Bianchini Esper Satrajit Ghosh Georg Langs Aki Nikolaidis Olivia Stanley Eneko Uruñuela Brainhack community nasim anousheh Guillaume Auzias Aurina Arnatkevičiūtė Dipankar Bachar Élise Bannier Ruggero Basanisi Arshitha Basavaraj Marco Bedini Pierre Bellec Austin R. Benn Kathryn Berluti Saskia Bollmann Steffen Bollmann Claire Bradley Jesse A. Brown Augusto Buchweitz Patrick Callahan Micaela Y. Chan Bramsh Q. Chandio Theresa W Cheng Sidhant Chopra Ai Wern Chung Thomas Close Etienne Combrisson Giorgia Cona Robert T. Constable Claire Cury KamalakerDadi Samir Das Pablo F. Damasceno Fabrizio De Vico Fallani Krista Leigh DeStasio Erin W. Dickie Lena Dorfschmidt Eugene Duff Elizabeth DuPré Sarah L. Dziura Oscar Estéban Shreyas Fadnavis Guillaume Flandin Jessica Flannery

Brainhack is an innovative meeting format that promotes scientific collaboration and education in open inclusive environment. Departing from the formats of typical workshops, these events are based on grassroots projects training, foster reproducible practices. We describe here multifaceted, lasting benefits Brainhacks for individual participants, particularly early career researchers. further highlight unique contributions can make to research community, contributing progress by...

10.31234/osf.io/rytjq preprint EN 2021-02-12
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