ISMRM Workshop on
Data Sampling & Image Reconstruction
calendar_month
11-14 January 2026
location_on
Enchantment Resort
Sedona, AZ, USA
Organizers
Chair:
James Pipe, Ph.D.
Vice-Chair:
Nicole Seiberlich, Ph.D.
Call for Abstracts & Stipend Applications
Abstract submission deadline:
Declarations & Supporters
Faculty declarations will be available approximately two weeks before the workshop begins.
Registration & Travel
Registration Coming Soon
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Please download and complete this self-fillable PDF letter.
For Presenters & Attendees
Program Options:
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Special Abstract Category:
High Impact Projects
Overview & Program
Workshop Overview
The workshop will be the 7th in a series of Sedona workshops (previously held 2007, 2009, 2013, 2016, 2020, and 2023), 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
We will target technical researchers who are developing next-generation methods in data sampling and reconstruction—this has proven to be a seminal workshop for this crowd.
Educational Objectives
Upon completion of this activity, participants should be able to:
Preliminary Program
Day 1 - Sunday, 11 January 2026
07:30
Registration & Speaker Upload Available
08:00
Welcome
Session 1: Blue Sky MRI
Moderators: T.B.A.
08:10
Blue Sky MRI
T.B.A.
08:25
Blue Sky MRI
T.B.A.
08:40
Blue Sky MRI
T.B.A.
08:55
Blue Sky MRI
T.B.A.
09:10
Blue Sky MRI
T.B.A.
09:25
Blue Sky MRI
T.B.A.
09:40
Discussion
10:00
Break & Speaker Upload Available
Session 2: Post Cartesian Trajectories
Moderators: T.B.A.
10:30
Challenges to Post-Cartesian Trajectories
T.B.A.
11:00
Solutions for Post-Cartesian Trajectories
T.B.A.
11:30
Proffered Papers - Oral Session
12:30
Lunch & Speaker Upload Available
Session 3: Image Reconstruction
Moderators: T.B.A.
16:00
Mathematical Foundations of Iterative Image Reconstruction
T.B.A.
16:30
Proffered Papers - Oral Session
17:54
Discussion
18:00
Adjourn
Session 4: Working Together
Moderators: T.B.A.
19:30
Vendor-Neutral Pulse Sequence Design & Sharing
T.B.A.
19:50
Data & Code Sharing
T.B.A.
20:10
Discussion
20:30
The Tension Between the Desire to Collaborate & the Need to Publish/Get Grants
T.B.A.
20:50
Collaboration with Physicians & Translation
T.B.A.
21:10
Discussion
22:00
Adjourn
Day 2 - Monday, 12 January 2026
Session 5: AI in Reconstruction
Moderators: T.B.A.
08:00
Where Have We Gone, Where Are We Going?
T.B.A.
08:30
Uncertainty Analysis
T.B.A.
09:00
Proffered Papers - Oral Session
10:00
Break & Speaker Upload Available
Session 6: Proffered Papers
Moderators: T.B.A.
10:00
Proffered Papers - Oral Session
12:30
Lunch & Speaker Upload Available
Session 7: Outside Poster Session
Moderators: T.B.A.
15:30
Odd-Numbered Poster Authors Available
16:30
Even-Numbered Poster Authors Available
17:30
Discussion
18:00
Adjourn
Session 8: High Impact Projects
Moderators: T.B.A.
19:30
Projects from Sessions 1 & 4
20:20
Discussion
20:40
Proffered Papers - Oral Session
21:10
JIT Talks
21:15
Discussion
22:00
Adjourn
Day 3 - Tuesday, 13 January 2026
Session 9: Imaging Across Dimensions
Moderators: T.B.A.
08:00
Dynamic MRI: Current Status & Emerging Applications
T.B.A.
08:30
Multi-Parametric MRI: Recent Advances in Extracting Information from MRI Data
T.B.A.
09:00
Proffered Papers - Oral Session
10:00
Break & Speaker Upload Available
Session 10: Closing Session
Moderators: T.B.A.
10:45
Important Discussion & Poster Awards
12:00
Boxed Lunch & Adjourn