ISMRM Workshops: Learn, Share Research & Network

ISMRM Workshop on

Data Sampling & Image Reconstruction

08-11 January 2023

Enchantment Resort, Sedona, AZ, USA

Thank you for a great workshop!

Presentation recordings are available below.

Organizers

Chair:
James Pipe, Ph.D.

Registration & Travel

Registration is Closed

Travel Information

Nearby Housing

Sustainability

ISMRM Sustainability Initiatives

Supporters & Declarations

For Attendees

Program Options:
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Abstracts for Posters

Guidelines for Presenters & Posters

Special Abstract Category:
Standards & Benchmarks

Overview & Program

Workshop Overview

The workshop will be the 6th in a series of Sedona workshops (previously held 2007, 2009, 2013, 2016, and 2020), and updated to reflect new trends in MRI, but keeping many of the successful elements of the previous workshops. This workshop will continue to explore the practical boundaries of new and unconventional methods for collecting data (pulse sequences) and for reconstructing images from that data. This will include constrained reconstruction such as compressed sensing, AI-assisted reconstruction, quantitative imaging, image evaluation and reproducibility, non-Cartesian methodologies, and parallel imaging. The workshop will explore the challenges to these methods, how to measure and characterize them, and methods (both available and necessary to develop) to overcome them. In addition to invited scientific presentations, the program will include proffered papers and poster presentations.

Target Audience

Technical researchers who are developing next-generation methods in data sampling and reconstruction.

Educational Objectives

Upon completion of this activity, participants should be able to:

  • Explain the rationale for collecting MRI data in different sampling patterns;
  • Describe at least three ways to reconstruct incomplete data;
  • Predict how upcoming changes in data sampling and reconstruction may alter the practice of radiology;
  • Explain the need for a better framework for evaluating new technology and give three examples of possible components of that framework; and
  • Identify four different types of quantitative MRI methods.

Program

Videos, abstracts & syllabi linked below are available to registered attendees only.

  • Username: Your Member ID Number
  • Password: Your last name; case-Sensitive, no spaces, no special characters or diacritical marks

Abstracts for Posters

Registration & Setup - Sunday, 08 January 2023

16:00

Registration & Speaker Upload Available

18:00

Opening Reception/Dinner

Day 1 - Monday, 09 January 2023

07:00

Registration & Speaker Upload Available
Breakfast

Session 1: The Past, Present & Future of MRI

Moderators: Peter Börnert, Ph.D. & Nicole E. Seiberlich, Ph.D.

08:00

Welcome

James Pipe, Ph.D.
Mayo Clinic
Rochester, MN, USA

08:10

Image Reconstruction After 16 Years of Sedona: Are We Moving the Needle?

Peter Börnert, Ph.D. &
Nicole E. Seiberlich, Ph.D.

08:40

What MRI Needs To Be in 20 Years: A Clinical Perspective on New Imaging Paradigms

Tim Leiner, M.D., Ph.D.
Mayo Clinic
Rochester, MN, USA

09:10

Lawrence Wald, Ph.D.
Athinoula A. Martinos Center for Biomedical Imaging
Charlestown, MA, USA

09:40

Discussion

10:00

Coffee Break

Session 2: Mathematics of Machine Learning & Model-Based Reconstruction

Moderator: Martin Uecker, Ph.D.

10:30

Andreas Hauptmann, Ph.D.
University of Oulu
Oulu, Finland

11:00

Burhaneddin Yaman, Ph.D.
University of Minnesota
Minneapolis, MN, USA

Proffered Papers - Oral Session

11:30

Cagan Alkan, M.Sc.
Stanford University
Stanford, CA, USA

11:36

Brett Levac, B.Sc.
University of Texas at Austin
Austin, TX, USA

11:42

Eddy Solomon, Ph.D.
Weill Cornell Medicine
New York, NY, USA

11:48

Wenqi Huang, M.Sc.
Technical University of Munich
Munich, Germany

11:54

Discussion

12:00

Yan Chen, Ph.D. Student
University of Iowa
Iowa City, IA, USA

12:12

Frederic Wang, B.Sc.
University of California, Berkeley
Berkeley, CA, USA

12:18

Ruiyang Zhao, B.Sc.
University of Illinois Urbana-Champaign
Urbana, IL, USA

12:24

Discussion

12:30

Boxed lunch & afternoon break

Session 3: Post-Cartesian Imaging

Moderators: Adrienne E. Campbell-Washburn, Ph.D. & Julia V. Velikina, Ph.D.

16:00

Kevin M. Johnson, Ph.D.
University of Wisconsin - Madison
Madison, WI, USA

16:30

Vivek Muthurangu, M.D.
University College London
London, England, UK

Proffered Papers - Oral Session

17:00

Guanhua Wang, M.Sc.
University of Michigan
Ann Arbor, MI, USA

17:06

Juergen Hennig, Ph.D.
University Medical Center Freiburg
Freiburg, Germany

17:12

Abdul Rahman Alfayad, B.Sc.
Mayo Clinic
Rochester, MN, USA

17:24

Discussion

17:30

Guruprasad Krishnamoorthy, Ph.D.
Philips Healthcare; Mayo Clinic
Rochester, MN, USA

17:36

Prakash Kumar, B.Sc.
University of Southern California
Los Angeles, CA, USA

17:42

Efrat Shimron, Ph.D.
University of California, Berkeley
Berkeley, CA, USA

17:48

Chenwei Tang, B.Sc.
University of Wisconsin-Madison
Madison, WI, USA

17:54

Discussion

18:00

Dinner

Session 4: Getting on the Same Page

Moderators: James Pipe, Ph.D. & Martin Uecker, Ph.D.

19:30

Florian Knoll, Ph.D.
Friedrich Alexander Universität Erlangen Nürnberg
Erlangen, Germany

Proffered Papers - Oral Session

20:00

Kelvin Chow, Ph.D.
Siemens Medical Solutions USA, Inc.
Chicago, IL, USA

20:04

Andrew Dupuis, B.Sc.
Case Western Reserve University
Cleveland, OH, USA

20:08

Agah M. Karakuzu, Ph.D.
Polytechnique Montreal
Montreal, QC, Canada

20:16

Discussion

20:20

Scott B. Reeder, M.D., Ph.D.
University of Wisconsin
Madison, WI, USA

Proffered Papers - Oral Session

20:40

Chungseok Oh, B.Sc.
Seoul National University
Seoul, South Korea

20:44

Angel Pineda, Ph.D.
Manhatten College
Riverdale, NY, USA

20:48

Sophie Schauman, D. Phil
Stanford University
Stanford, CA, USA

20:52

Discussion

20:56

Roundtable Discussion

21:30

Adjourn

Day 2 - Tuesday, 10 January 2023

07:00

Speaker Upload Available
Breakfast

Session 5: Quantitative Imaging

Moderators: Sebastian Kozerke, Ph.D. & Nicole E. Seiberlich, Ph.D.

08:00

Quantitative Imaging is the Future!

Jessica A.M. Bastiaansen, Ph.D.
University of Bern
Bern, Switzerland

08:30

Quantitative Imaging will not Completely Replace Weighted Imaging

Joseph V. Hajnal, Ph.D.
King's College London
London, England, UK

Proffered Papers - Oral Session

09:00

Nick Scholand, M.Sc.
Graz University of Technology, Institute of Biomedical Imaging
Graz, Austria

09:18

Yohan Jun, Ph.D.
Athinoula A. Martinos Center for Biomedical Imaging
Charlestown, MA, USA

09:24

Discussion

09:54

Discussion

10:00

Coffee Break

Session 6: Proffered Papers

Moderators: Peter Börnert Ph.D.& Julia V. Velikina, Ph.D.

10:30

Peter Lally, Ph.D.
Imperial College London
London, England, UK

10:36

Philip Lee, Ph.D., M.Sc., B.Sc.
Stanford University
Stanford, CA, USA

10:42

Yiming Dong, M.Sc.
Leiden University Medical Center
Leiden, The Netherlands

10:48

Discussion

11:00

Ye Tian, Ph.D.
University of Southern California
Los Angeles, CA, USA

11:12

Rajiv Ramasawmy, Ph.D.
National Institutes of Health
Bethesda, MD, USA

11:18

Discussion

11:26

Break

11:52

Discussion

12:00

Ivo Maatman, M.Sc.
Radboud University Medical Center
Nijmegen, The Netherlands

12:12

Tzu Cheng Chao, Ph.D.
Mayo Clinic
Rochester, MN, USA

12:18

Xiaoxi Liu, Ph.D.
University of California, San Francisco
San Francisco, CA, USA

12:24

Discussion

12:30

GE Presentation

12:45

Subtle Medical Inc. Presentation

13:00

Boxed lunch & afternoon break

Session 7: Outdoor Poster Session

Moderator: Julia V. Velikina, Ph.D.

16:00

Outdoor Poster Session

18:00

Dinner

Session 8: Objective Goodness

Moderators: Jakob Assländer, Ph.D. & Sebastian Kozerke, Ph.D.

19:30

Daniel F. Gochberg, Ph.D.
Vanderbilt University Medical Center
Nashville, TN, USA

20:00

Joshua D. Trzasko, Ph.D.
Mayo Clinic
Rochester, MN, USA

20:30

Guess My Case: Radiologists at Work

Vikas Gulani, M.D., Ph.D.
Chris Hess, M.D., Ph.D.
Tim Leiner, M.D., Ph.D.
Scott. B. Reeder, M.D., Ph.D.

21:30

Adjourn

Day 3 - Wednesday, 11 January 2023

07:00

Breakfast

Session 9: Bringing MRI to More People

Moderators: Jakob Assländer, Ph.D. & Adrienne E. Campbell-Washburn, Ph.D.

08:00

Managing Complexity & Challenging Perceptions

James Pipe, Ph.D.
Mayo Clinic
Rochester, MN, USA

08:30

William A. Grissom, Ph.D.
Vanderbilt University
Nashville, TN, USA

09:00

Daniel K. Sodickson, M.D., Ph.D.
New York University Grossman School of Medicine
New York, NY, USA

09:30

Ideas To Take Home: Unmet Needs/Future Opportunities

Mark Griswold, Ph.D.
Vikas Gulani, M.D., Ph.D.
Jürgen Hennig, Ph.D.
Scott Reeder, M.D., Ph.D.
Klaus Scheffler, Ph.D.
Nicole Seiberlich, Ph.D.
Lawrence Wald, Ph.D.

10:00

Coffee Break, Checkout

Session 10: Wrap-Up

Moderators: James Pipe, Ph.D. & Nicole E. Seiberlich, Ph.D.

10:45

Poster Awards

Julia V. Velikina, Ph.D.

11:00

Discussion About Important Things

Everyone

12:00

Boxed lunch & adjourn

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