Recorded videos

You can click on any talk title to see the recorded video directly. Otherwise, this is a playlist of all videos

Agenda Overview

The content will be offered live across 4 distinct time zones (Atlantic, Pacific, Indian, and Caribbean) to span 24 hours. Generally, each session will be repeated across two time zones: Atlantic/Pacific and Indian/Caribbean. Despite these repeated session topics, new speakers and content will be provided.

Content will be accessed through Zoom Events (when you register for the event you’ll be granted a ticket for the Zoom Event). In addition, for the social breaks and anytime during the meeting, a social platform will be available to interact with other participants through A10dee. You’ll have the ability to view posters and sponsor booths as well here.

We offer two ways to ensure you have the times correct before proceeding:

1. Select your time zone in this dropdown menu to see the adapted times in the program below: .
2. After each heading in the program, there will be a link to automatically add an calendar invite.

Videos of the sessions are being uploaded! Click on the talk title to see the video (hosted on YouTube)

• Recorded videos
• Agenda Overview
  • Opening Sessions:
    • Atlantic Opening Session -
    • Pacific Opening Session -
  • Parallel Sessions A: Data
  • Parallel Sessions B: Basic Reproducibility
  • Parallel Sessions C: Acquisition and Reconstruction
  • Parallel Sessions D: Postprocessing
  • Closing Sessions
    • Indian Closing Session -
    • Caribbean Closing Session -

Opening Sessions:

Atlantic Opening Session -

Reproducible Science (Add to calendar)

• Moderators: Francesco Santini and Laura Bell
• [5 min] Welcome by the ESMRMB President - Eva Scheurer
• [10 min] Overview of the meeting - Francesco Santini and Laura Bell
• [20 min] Introduction to Open Science and Reproducibility - Cassandra Gould van Praag
• [20 min] Reproducibility in MRI: Good and Bad - Maria Eugenia Caligiuri
• [20 min] MRI - journal perspectives on reproducibilty - David Norris
• [45 min] Debate: Open Science in the MR Community - Serena Bonaretti, H. Steven Scholte

Pacific Opening Session -

Open Source and Commercial Development (Add to calendar)

• Moderators: Laura Bell and Francesco Santini
• [15 min] Welcome and overview of the meeting - Laura Bell and Francesco Santini
• [25 min] MATLAB for Open Science in MRI - link to slides - Reza Fazel-Rezai
• [25 min] 3D Slicer: Long-term sustainability of a large open-source project - Andras Lasso
• [25 min] Hyperfine: Ensuring good science and reproducibility within closed development - Michael Poole
• [30 min] How Making Software Free Can Create Commercial Success - Travis Oliphant

Parallel Sessions A: Data

(Session A1) Ethics and Practices for Data Sharing

Indian -

(Add to calendar)

• Moderators: Penny Hubbard Cristinacce and John McLean
• [20 min] Implementation of Parametric DICOM for Perfusion - Ina Kompan
• [20 min] (MRI) Data Sharing in Europe - Stephan Heunis
• [20 min] Data Sharing and Curation at Flywheel - Nicolas Pannetier
• [15 min] Social break hosted by A10dee
• [45 min] XNAT - Data Sharing in Multicentre Studies - Simon Doran

(Session A2) Data Formats

Indian -

(Add to calendar)

• Moderator: Julia Guiomar Niso Galan
• [20 min] Best Practices for Data Sharing - Thomas Nichols
• [20 min] Open science for Functional Connectomics - Xi-Nian Zuo
• [20 min] Overview of Data Format: DICOMs (enhanced dicoms), NIfTIs, Analyze, BIDs - Why So Many Formats? Why Is This Hard? - Michele Larobina
• [15 min] Social break hosted by A10dee
• [45 min] Image Data Conversion / How to Work with BIDs: Hands-On/Interactive Session - interactive link 1, link2 - Patricia Clement and Marco Castellaro

Caribbean -

(Add to calendar)

• Moderators: Florian Knoll and Matt Muckley
• [20 min] Data Repositories: Where to Look, How to Share - Greg Cron
• [20 min] Defacing and Curation for sharing MR Brain Imaging Data - Stephen Arnott
• [20 min] Building a Collaborative Partnership with Research Hospitals in China: from Inception to Publications - Mark Haacke
• [15 min] Social break hosted by A10dee
• [45 min] A Beginner’s Guide to Image DeIdentification Data Sharing for Brain Imaging Data - David Gutman

Caribbean -

(Add to calendar)

• Moderator: Eric Borisch
• [20 min] Raw Data Conversion - link to slides - Philipp Ehses
• [20 min] Machine Learning-Based Data Annotation Tools in Clinical PACS: Addressing the Critical Need for Annotated Datasets - Mariam Aboian
• [20 min] DICOM: Testament of Time - David Clunie
• [15 min] Social break hosted by A10dee
• [45 min] Hands-on with Vendor-agnostic MRI data: conversion to MRD (ISMRMRD) interactive link - Ahsan Javed and Raj Ramasawmy

Parallel Sessions B: Basic Reproducibility

(Session B1) Study Design and Interpretation: the Reproducibility Crisis

Atlantic -

(Add to calendar)

• Moderators: Tugba Akinci D’Antonoli and Claudia Weidensteiner
• [20 min] P-values and the Replicability of Results - Valentin Amrhein
• [20 min] The Replication Crisis in Science - Lessons Learned Across Disciplines - Sabine Hoffmann
• [20 min] Bayesian Statistics and Reproducible Science - Andrew Gelman
• [15 min] Social break hosted by A10dee
• [45 min] A White Hat’s Guide to P-Hacking (Hands-On/Interactive session) - interactive link - Xeni Deligianni

(Session B2) Ensuring Reproducibility: Phantoms and Preclinical Imaging

Atlantic -

(Add to calendar)

• Moderator: Shaihan Malik and Peter Lally
• [20 min] The Metrics of Quantitative Evaluation for Phantom Studies: Bias and Precision - Sebastian Weingärtner
• [20 min] Designing Digital Phantoms using Numerical Approximation Informed by In-Vivo Scans - José Marques
• [20 min] Application of Diffusion Phantoms for Reproducible ADC mapping across MRI Vendor Platforms: absolute accuracy, linearity and uniformity - Dariya Malyarenko
• [15 min] Social break hosted by A10dee
• [45 min] Hands on/Interactive session: Designing a Digital Reference Object for Arterial Spin Labelling (ASL DRO) - Aaron Oliver-Taylor

Pacific -

(Add to calendar)

• Moderators: Katy Keenan and Corree Laule
• [20 min] The Reproducibility Crisis - is most published research wrong? - Stuart Buck
• [20 min] Making Practical or Clinical Relevance a Key Part of Statistical Analysis - Megan Higgs
• [20 min] The New Statistics for Reproducible Science - link to slides - Geoff Cumming
• [15 min] Social break hosted by A10dee
• [45 min] A White Hat’s Guide to P-Hacking (Hands-On/Interactive session) - Pierre Levan

Pacific -

(Add to calendar)

• Moderators: Cornelius Faber and Ludger Starke
• [20 min] Magnetic Particle Imaging for imaging GI Bleeds, Pulmonary Embolisms, and CAR T Cell Therapies - Steven Conolly
• [20 min] Cross-site Efforts in Preclinical Imaging, the New Way Forward - Joanes Grandjean
• [20 min] Current Challenges in Translational MRI of Cancer - Thomas Yankeelov
• [15 min] Social break hosted by A10dee
• [45 min] Opportunities & Challenges of Magnetic Resonance Spectroscopy Research (Hands on/Interactive session) - Georg Oeltzschner

Parallel Sessions C: Acquisition and Reconstruction

(Session C1) Vendor-Independent Pulse Sequences

Indian -

(Add to calendar)

• Moderator: Lukas Winter and Patrick Schünke
• [20 min] GammaStar - Daniel Hoinkiss
• [20 min] Integrated Acquisition/Simulation/Reconstruction - link to slides - Marten Veldmann
• [20 min] Open and Reproducible Magnetization-prepared Pulse Sequences with Pulseq-CEST - Kai Herz
• [15 min] Social break hosted by A10dee
• [45 min] Pulseq on Siemens (Hands on/Interactive session) - Maxim Zaitsev

(Session C2) Image Reconstruction

Indian -

(Add to calendar)

• Moderator: Justin Haldar
• [20 min] Subtle Data Crimes - Efrat Shimron
• [20 min] The Connected Imaging Instrument - Michael Hansen
• [20 min] Image Recon with ML & AI - Akshay Chaudhari
• [15 min] Social break hosted by A10dee
• [45 min] A Hands-On Introduction to BART - Martin Uecker

Caribbean -

(Add to calendar)

• Moderator: Matthias Günther
• [20 min] HeartVista/RTHawk - Eric Peterson
• [20 min] PyPulseq - Keerthi Sravan Ravi
• [10 min] Hardware design of the MaRCoS Open-source MRI Environment - Benjamin Menküc
• [10 min] Software and Firmware Design of the MaRCoS open-source MRI Environment - Vlad Negnevitsky
• [15 min] Social break hosted by A10dee
• [45 min] Pulseq on GE (Hands on/Interactive session) - Jon-Fredrik Nielsen

Caribbean -

(Add to calendar)

• Moderators: Jon Tamir and Audrey Fan
• [20 min] Decentralized Reconstruction in Academia - Tobias Block
• [20 min] Gadgetron: Enabling Advanced Imaging AI with Global Clinical Deployment - Hui Xue
• [20 min] Cloud MR - Riccardo Lattanzi
• [15 min] Social break hosted by A10dee
• [45 min] MIRT: Hands on/Interactive session - interactive link - Jeff Fessler

Parallel Sessions D: Postprocessing

(Session D1) Image Analysis

Atlantic -

(Add to calendar)

• Moderator: Berkin Bilgic and Tae Kim
• [20 min] Image Analysis in Brain MR - Henk Mutsaerts
• [20 min] Reproducible Post Processing for Cardiac MRI - Alistair Young
• [20 min] Musculoskeletal MRI Segmentation - Valentina Pedoia
• [15 min] Social break hosted by A10dee
• [45 min] Retrospective Motion Correction Toolbox (Hands on/Interactive session) - Daniel Gallichan

(Session D2) AI in Clinical Imaging

Atlantic -

(Add to calendar)

• Moderators: Jan Kirschke and Benedikt Wiestler
• [20 min] Computational Magnetic Resonance Imaging (MRI) Approaches for Brain Tumor Classification - Michael Oluwaseun Dada
• [20 min] Limitations of AI in postprocessing - Marleen de Bruijne
• [20 min] Deep Neuro - segmentation GBM - Jay Patel
• [15 min] Social break hosted by A10dee
• [45 min] How to Validate AI algorithms in Image Analysis Tools Hands on/Interactive session - Georg Langs

Pacific -

(Add to calendar)

• Moderator: Martijn Cloos and Koji Fujimoto
• [20 min] Semi-automated Tool for Cerebral Microbleed Detection and Volume Segmentation - Melanie Morrison
• [20 min] Reproducible Image Analysis using Containerized Workflows at Scale - Introducing the NeuroDesk project - Steffen Bollmann
• [20 min] Reproducible Open Source Solutions for AI in Clinical Workflows - Spyridon Bakas, Sarthak Pati
• [15 min] Social break hosted by A10dee
• [45 min] OSIPI Experience on Scientific Validation of Community-Contributed Code for Perfusion Imaging – A demo/discussion - Sirisha Tadimalla

Pacific -

(Add to calendar)

• Moderators: Veit Sandfort and Davis Vigneault
• [20 min] AI Challenges in Pediatric Imaging - Marius George Linguraru
• [20 min] Deep Learning in Breast Screening: Research and Implementation - Joseph Ledsam - Please contact us for the video
• [20 min] MR Fingerprinting: Challenges and Opportunities - Dan Ma
• [15 min] Social break hosted by A10dee
• [45 min] AI in Image Registration Hands on/Interactive session - Adrian Dalca

Closing Sessions

Indian Closing Session -

Better science, for everybody: reproducibility and accessibility (Add to calendar)

• Moderators: Emma Biondetti and Sanam Assili
• [20 min] Publishing Reproducible science - Iratxe Puebla
• [20 min] European Imaging Biomarker Alliance (EIBALL) - Aad van der Lugt
• [20 min] Accessibility of imaging in India and how open technology and innovations can help - Sonal Krishan
• [45 min] Panel discussion: MRI research worldwide: challenges and perspectives - Godwin Ogbole, Udunna Anazodo, Tchoyoson Lim, Won-Jin Moon, Valerij Kiselev

Caribbean Closing Session -

Community-driven development (Add to calendar)

• Moderators: Maxim Zaitsev and Edwin Oei
• [25 min] arXiv and Open Science - Alison Fromme
• [25 min] PyRadiomics - Joost van Griethuysen
• [30 min] Publishing and Sharing Open Science - Brian Nosek
• [30 min] The QIBA profiles - Ona Wu
• [5 min] Closing remarks - Edwin Oei and Maxim Zaitsev