Programme

MICCAI 2018 Workshop on Computational Diffusion MRI

CDMRI includes the Multi-shell diffusion MRI harmonisation and enhancement challenge (MUSHAC)

Both will be held in Room Andalucia 2, Palacio de Congresos de Granada

CDMRI and MUSHAC are endorsed by the International Society for Magnetic Resonance in Medicine (ISMRM) and are sponsored by MICCAI, Restaurante Oliver Granada, NVIDIA and Siemens Healthineers

Registration (8.30 – 9.30)

8.30 – 9.30 Registration (main conference desks)

Welcome (9.30 – 9.35)

9.30 – 9.35 Welcome from the CDMRI'18 and MUSHAC Organisers

Keynote Lecture 1 (9.35 – 10.15)

9.35 – 10.15 "Towards optimal sampling in diffusion MRI"
Hans Knutsson
Linköping University, Sweden

Oral Session 1 (10.15 – 11.00)

10.15 – 10.30 "Joint image reconstruction and phase corruption maps estimation in multi-shot echo planar imaging"
Iñaki Rabanillo et al.
University of Valladolid, Spain
10.30 – 10.45 “A novel spatial-angular domain regularisation approach for restoration of diffusion MRI”
Alessandro Mella et al.
University of Bologna, Italy
10.45 – 11.00 “q-space learning with synthesized training data”
Chuyang Ye et al.
Beijing Institute of Technology, China

Coffee Break (11.00 – 11.30)

Keynote Lecture 2 (11.30 – 12.15)

11.30 – 12.15 "Diffusion MRI outside the brain"
Rita Nunes
Institute of Systems and Robotics, Portugal

Oral Session 2 (12.15 – 12.45)

12.15 – 12.30 “A framework for calculating time-efficient diffusion MRI protocols for anisotropic IVIM and an application in the placenta”
Paddy Slator et al.
University College London, United Kingdom
12.30 – 12.45 “Brain connectivity measures via direct sub-Finslerian front propagation on the 5D sphere bundle of positions and directions”
Jorg Portegies et al.
Eindhoven University of Technology, The Netherlands

Poster presentations (12.45 – 13.30)

12.45 – 13.30 Please find the full list of authors and titles at the bottom of this page

Lunch + Poster viewing (13.30 – 15.00)

Keynote Lecture 3 (15.00 – 15.45)

15.00 – 15.45 "Current applications and future promises of machine learning in diffusion MRI"
Peter Neher
DKFZ German Cancer Research Center, Germany

Oral Session 3 (15.45 – 16.30)

15.45 – 16.00 "Supervised classification of white matter fibers based on neighborhood fiber orientation distributions using an ensemble of neural networks"
Devran Ugurlu et al.
Sabancı University, Turkey
16.00 – 16.15 "Measures of tractography convergence"
Daniel Moyer et al.
University of Southern California, United States
16.15 – 16.30 "Spherical harmonic residual network for diffusion signal harmonization"
Simon Koppers et al.
RWTH Aachen University, Germany

Coffee break (16.30 – 17.00)

MUSHAC Keynote Lectures (17.00 – 17.50)

17.00 – 17.25 "Challenges, opportunities and clinical applications of data harmonisation in diffusion MRI"
Neda Jahanshad
University of Southern California, United States
17.25 – 17.50 "Retrospective and prospective diffusion MRI data harmonization"
Yogesh Rathi
Harvard Medical School, United States

MUSHAC – the Challenge (17.50 – 18.45)

17.50 – 18.00 Introduction
18.00 – 18.15 Teams' Presentations
18.15 – 18.30 Challenge results
18.30 – 18.45 Panel discussion with Neda Jahanshad and Yogesh Rathi

Concluding remarks and Prizes (18.45 – 19.00)

Prize for the best...
- Paper: Simon Koppers et al. with "Spherical harmonic residual network for diffusion signal harmonization"
- MUSHAC method: Jaume Coll-Font et al. with the "DIAMOND2" method
- Oral presentation: Daniel Moyer et al. with "Measures of tractography convergence"
- Poster presentation: Santiago Aja-Fernandez et al. with "Return-to-plane probability calculation from single-shell acquisitions"
- MUSHAC team presentation: Suheyla Cetin-Karayuma et al. with the "LinearRISH" method

Social Event (from 20.15 onwards)

The workshop will conclude with a social event at Restaurante Oliver in the evening. Google Maps: Plaza Pescadería 12, 18001 Granada, Spain.

POSTERS

Board CDMRI-1 "Return-to-plane probability calculation from single-shell acquisitions"
Santiago Aja-Fernandez et al.
University of Valladolid, Spain
Board CDMRI-2 "Orientation-dispersed apparent axon diameter via multi-stage spherical mean optimization"
Marco Pizzolato et al.
École Polytechnique Fédérale de Lausanne, Switzerland
Board CDMRI-3 "A closed-form solution of rotation invariant spherical harmonic features in diffusion MRI"
Mauro Zucchelli et al.
Inria Sophia Antipolis - Méditerranéé, France
Board CDMRI-4 "Inter-scanner harmonization of high angular resolution DW-MRI using null space deep learning"
Vishwesh Nath et al.
Vanderbilt University, United States
Board CDMRI-5 "Graph-based deep learning for prediction of longitudinal infant diffusion MRI data"
Jaeil Kim at al.
Kyungpook National University, South Korea
Board CDMRI-6 "Effects of diffusion MRI model and harmonization on the consistency of findings in an international multi-cohort HIV neuroimaging study"
Talia M. Nir et al.
University of Southern California, United States
Board CDMRI-7 "Inference of an extended short fiber bundle atlas using sulcus-based inter-subject alignment"
Nicole Labra Avila et al.
Neurospin CEA, France
Board CDMRI-8 "Resolving the crossing/kissing fiber ambiguity using functionally informed COMMIT"
Matteo Frigo et al.
Inria Sophia Antipolis - Méditerranéé, France
Board CDMRI-9 "Voxel-wise characterization of neural tracts using tractography data"
Irene Brusini et al.
KTH Royal Institute of Technology, Sweden
Board CDMRI-10 "Obtaining representative core streamlines for white matter tractometry of the human brain"
Maxime Chamberland et al.
Cardiff University Brain Research Imaging Centre (CUBRIC), United Kingdom
Board CDMRI-11 "Longitudinal harmonization for improving tractography in baby diffusion MRI"
Khoi Huynh et al.
University of North Carolina, United States
Board CDMRI-12 "Improving graph-based tractography plausibility using microstructure information"
Matteo Battocchio et al.
University of Verona, Italy
Board CDMRI-13 "Dmipy, a diffusion microstructure imaging toolbox in Python to improve research reproducibility"
Abib O.Y. Alimi et al.
University of Côte d'Azur, France
Board CDMRI-14 "Deterministic group tractography with local uncertainty quantification"
Andreas Nugaard Holm et al.
University of Copenhagen, Denmark
Board CDMRI-15 "Spatial characterisation of fibre response functions for spherical deconvolution in multiple sclerosis"
Carmen Tur et al.
University College London, United Kingdom
Board CDMRI-16 "Edge weights and network properties in multiple sclerosis"
Elizabeth Powell et al.
University College London, United Kingdom
Board CDMRI-17 "Tissue segmentation using sparse non-negative matrix factorization of spherical mean DMRI data"
Peng Sun et al.
University of North Carolina, United States