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

Travel & Housing Information

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Please download and complete this self-fillable PDF letter.

For Presenters & Attendees

Program Options:
Scroll Down | Open Separately

Guidelines for Presenters & Posters

Sustainability

ISMRM Sustainability Initiatives

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