Connectivity Course:
Structural and Functional Brain Connectivity via MRI and fMRI
Robert L. Savoy, Ph.D., Director of fMRI Education
Bruce R. Rosen, M.D., Ph.D., Director of the MGH/MIT/HMS Martinos Center
NEXT PROGRAM: June 3-7, 2013
Program Code: 2013Jun03
Tentative Autumm Program: Late October or Early November,
2013
THE PROGRAM
The Martinos Center introduced a new five-day program on functional and structural connectivity
using MRI in December, 2012. The next editions will be similar, with more time for hands-on exploration
of the associated software tools.
Issues associated with "connectivity" within
the human brain are of increasing importance, as reflected in the large number of
abstracts, research articles, and even entire journals devoted to this area, as well
as the increased emphasis on lesions in connections as being a source of many
neuro-psychiatric disorders. MRI has proven to be a valuable tool for examining
connectivity both in terms of the coordinated activities of neural networks
(using BOLD-based fMRI data collected during rest and during tasks) and also
in terms of the structural anatomy of white matter pathways of the brain
(using Diffusion Tensor Imaging (DTI), Diffusion Spectrum Imaging (DSI), and
Tractography to analyze and visualize the resulting data). Participants will
learn about the technical challenges in acquisition, data processing and visualization
of brain networks via functional MRI data. Participants will also
receive a firm grounding in the power and limitations associated with using
diffusion-sensitive MRI to detect and organize the anatomical structure of
white matter tracts in the living human brain.
The primary goal of this program is to give researchers and clinicians a good
"running start" for their investigations using these tools. In that sense, it serves
a purpose analogous to that of the long-running Martinos Center's Functional MRI Visiting
Fellowship
Program (fMRIVFP), except
that the domain will be structural and functional connectivity
of myelinated fiber tracts within the living human brain. The "active component" of the
program will be the use of software tools to promote quality assurance in the
data, detect outliers and other problematic attributes of the data, optimize data
acquisition, and flexibly visualize the data in the service of asking and answering
specific questions. Participants will be expected (though not required) to bring a
suitable laptop computer for engaging in the "hands-on" exercises of the program. There
will also be a section on the “connectome MRI” machine that uses exceptionally strong
gradients to enhance data acquisition of strutural and functional images.
Faculty: The core faculty is drawn from the staff of the
Athinoula A. Martinos Center (of the Massachusetts General Hospital and
Massachusetts Institute of Technology) and
affiliated faculty from Harvard University, McLean Hospital and other local
institutions. Guest lecturers will include representives of the NIH, Child Mind
Institute of New York and others.
(top)
When & Where: This 5-day program will run Monday-Friday. It will be held at the
Martinos Center for Biomedical Imaging in Charlestown, Massachusetts, a part of the
Massachusetts General Hospital.
Abbreviations: There is not yet a standardized way to refer
to the portion of the program associated with using MRI to examine the networks whose
existence is demonstrated by correlated activity as revealed by BOLD-based MRI data collected
during rest and/or cognitive activity. "fMRI" or "FMRI" typically
refers to "Functional" MRI data based on Blood Oxygen Level Dependent contrast mechanisms,
though "fMRI" can also refer to ASL-based data. "fcMRI" (functional connectivity
MRI) and "rs-fMRI," "rsfMRI," "RS-fMRI," etc, can all be found in the literature.
But data collected during cognitive tasks
can also reveal networks of activity; it is not necessary to collect such data
while the subject is at rest.
Hence, one can see abbreviations such as "rs-fcMRI" in the literature, but there is no
single abbreviation that captures
the variety of uses to which we will be referring during the week.
SCHEDULE of the December 10-14, 2012 Program
(future programs will be similar)
Monday: Instrumental and Anatomical Foundations
- Program Organization and Strategy
- Overview of the Key Ideas and Challenges
- Physical Basis for MRI in detecting White Matter Pathways and rs-FMRI Connectivity
- Current State-of-Knowedge of White Matter connections in the Primate Brain
- Description and Possible Tour of Connectome Scanner
Tuesday: Functional Connectivity via Resting State fMRI
- MR Physics Basics
- Data Acquisition and Preprocessing
- Visualizing Connections: Concepts
- Visualizing Connections: Software Exercises
Wednesday: Structural Connecitivity via Diffusion-Sensitive MRI
- MR Physics Basics
- Data Acquisition and Preprocessing
- Visualizing Connections: Concepts
- Visualizing Connections: Software Exercises
Thursday: Applications, Controversies, and Challenges
- Applications: Development
- Applications: Schizophrenia
- Applications: Dementia
- Controversies: Limits of DTI/DSI
- Controversies: rs-fMRI Preprocessing
- Controversies: Can we do tractography at all?
- Panel Discussion: Challenges and Dangers
Friday: Global Issues: Present and Future
- Complemetary TMS Techniques
- Translating to the Clinic
- Data Sharing
(top)
REGISTRATION
Please use our REGISTRATION FORM to register.
Enrollment is limited; early registration is recommended.
AFTER Registering
(top)
MINIMUM AND MAXIMUM NUMBER OF PARTICIPANTS
Because this is a relatively new program, we are uncertain about the level of
interest. However, based on the large turnout in December of 2012, we expect to easily
reach the "minimum requirements for the number of participants," which is 15.
In the unlikely event that this number is not reached 6 weeks prior to the program, a
decision will be made at that time as to whether
the program will be cancelled or postponed.
FUNDING and REGISTRATION FEES
This program, like the fMRI Visiting Fellowship Program, is sponsored in part by the
Athinoula A Martinos Center for
Biomedical Imaging, which provides some faculty, space, and various imaging resources. The
remainder of the funding
is provided by participant tuition. This tuition will be: US$1500 for regular participants
and US$1000 for graduate students.
(Post-doctoral participants are normally considered "regular" and subject to the US$1500 fee.
However, those post-doctoral fellows
who are unable to get institutional or grant funding, and must therefore pay the tuition
out-of-pocket, are eligible for a discounted rate of US$1250.)
ACCOMMODATIONS
Information regarding recommended and alternative accommodations can be found
at: Accommodation Information.
(top)
Table of Contents (from the December 2012 program)
| SPEAKER | TOPIC |
| Robert Savoy | Introduction |
| Randy Buckner | Current Progress |
| Michael D. Fox | Clinical Motivations |
| Jeremy Schmahmann | White Matter |
| Dylan Tisdall | MR Physics |
| Lucina Uddin | Seed-Based |
| Thomas Witzel | Connectome Tour |
| Robert Savoy | fMRI Physics Review |
| Anastasia Yendiki | Processing Diffusion Data |
| Anastasia Yendiki | Tractography |
| Anastasia Yendiki | TrackVis Demos |
| Catie Chang | Physiological Noise |
| Sue Whitfield-Gabrieli | Quality Assurance |
| Sue Whitfield-Gabrieli | Conn Toolbox |
| Sue Whitfield-Gabrieli | Art&Conn Demos |
| Van Wedeen | Geometry of Fibers |
| Mika Rubinov | Graph-Based |
| Christian Beckmann | ICA-Based |
| Christian Beckmann | Dual Regression |
| Mikail Rubinov | Graph Demos |
| Lisa Nickerson | ICA Demos |
| Faculty | Designing Studies |
| Lucina Uddin | Developmental Disorders |
| Michael Milham | Sharing Data |
| Sue Whitfield-Gabrieli | Schizophrenia |
| Brad Dickerson | Neurogenerative Disease |
| Kawin Setsompop | Advanced MR Imaging |
| Peter A. Bandettini | State of the MR Art Issues |
| Michael Hove | Imaging Shamans |
| Caroline Magnain | Testing with OCT |
| Douglas Rosene | More Ways to Test |
| Michael D. Fox | TMS and Connectivity |
| Koene Van Dijk | fc-FMRI at 7T |
| Michael Milham | Need for Standardization |
| Faculty | Symposium |
| Participants | Program Recommendations |
|