Muti-shell diffusion MRI harmonisation and enhancement challenge (MUSHAC): progress and results

Lipeng Ning, Elisenda Bonet-Carne, Francesco Grussu, Farshid Sepehrband, Enrico Kaden, Jelle Veraart, Stefano B. Blumberg, Can Son Khoo, Marco Palombo, Jaume Coll-Font, Benoit Scherrer, Simon K. Warfield, Suheyla Cetin Karayumak, Yogesh Rathi, Simon Koppers, Leon Weninger, Julia Ebert, Dorit Merhof, Daniel Moyer, Maximilian PietschDaan Christiaens, Rui Teixeira, Jacques-Donald Tournier, Andrey Zhylka, Josien Pluim, Greg Parker, Umesh Rudrapatna, John Evans, Cyril Charron, Derek K. Jones, Chantal W. M. Tax

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

7 Citaten (Scopus)
96 Downloads (Pure)

Samenvatting

We present a summary of competition results in the multi-shell diffusion MRI harmonisation and enhancement challenge (MUSHAC). MUSHAC is an open competition intended to stimulate the development of computational methods that reduce scanner- and protocol-related variabilities in multi-shell diffusion MRI data across multi-site studies. Twelve different methods from seven research groups have been tested in this challenge. The results show that cross-vendor harmonization and enhancement can be performed by using suitable computational algorithms such as deep convolutional neural networks. Moreover, parametric models for multi-shell diffusion MRI signals also provide reliable performances.
Originele taal-2Engels
TitelComputational Diffusion MRI
SubtitelInternational MICCAI Workshop, Granada, Spain, September 2018
RedacteurenLipeng Ning, Chantal M.W. Tax, Francesco Grussu, Elisenda Bonet-Carne, Farshid Sepehrband
Plaats van productieCham
UitgeverijSpringer
Hoofdstuk18
Pagina's217-224
Aantal pagina's8
Uitgave226249
ISBN van elektronische versie978-3-030-05831-9
ISBN van geprinte versie978-3-030-05830-2
DOI's
StatusGepubliceerd - 2019
Evenement9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018 - Granada, Spanje
Duur: 16 sep 201816 sep 2018

Publicatie series

NaamMathematics and Visualization
ISSN van elektronische versie1612-3786

Congres

Congres9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018
LandSpanje
StadGranada
Periode16/09/1816/09/18

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