ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.
Journal
Scientific data
ISSN: 2052-4463
Titre abrégé: Sci Data
Pays: England
ID NLM: 101640192
Informations de publication
Date de publication:
10 Dec 2022
10 Dec 2022
Historique:
received:
04
08
2022
accepted:
28
11
2022
entrez:
10
12
2022
pubmed:
11
12
2022
medline:
15
12
2022
Statut:
epublish
Résumé
Magnetic resonance imaging (MRI) is an important imaging modality in stroke. Computer based automated medical image processing is increasingly finding its way into clinical routine. The Ischemic Stroke Lesion Segmentation (ISLES) challenge is a continuous effort to develop and identify benchmark methods for acute and sub-acute ischemic stroke lesion segmentation. Here we introduce an expert-annotated, multicenter MRI dataset for segmentation of acute to subacute stroke lesions ( https://doi.org/10.5281/zenodo.7153326 ). This dataset comprises 400 multi-vendor MRI cases with high variability in stroke lesion size, quantity and location. It is split into a training dataset of n = 250 and a test dataset of n = 150. All training data is publicly available. The test dataset will be used for model validation only and will not be released to the public. This dataset serves as the foundation of the ISLES 2022 challenge ( https://www.isles-challenge.org/ ) with the goal of finding algorithmic methods to enable the development and benchmarking of automatic, robust and accurate segmentation methods for ischemic stroke.
Identifiants
pubmed: 36496501
doi: 10.1038/s41597-022-01875-5
pii: 10.1038/s41597-022-01875-5
pmc: PMC9741583
doi:
Types de publication
Multicenter Study
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
762Subventions
Organisme : NINDS NIH HHS
ID : R01 NS115845
Pays : United States
Informations de copyright
© 2022. The Author(s).
Références
IEEE Trans Med Imaging. 2010 Jan;29(1):196-205
pubmed: 19923044
N Engl J Med. 2015 Jun 11;372(24):2285-95
pubmed: 25882376
Front Neuroinform. 2014 Jan 16;7:50
pubmed: 24474917
Magn Reson Imaging. 2012 Nov;30(9):1323-41
pubmed: 22770690
Neurology. 1992 Sep;42(9):1717-23
pubmed: 1513459
N Engl J Med. 2015 Jan 1;372(1):11-20
pubmed: 25517348
N Engl J Med. 2015 Mar 12;372(11):1009-18
pubmed: 25671797
Neuroimage. 2011 Feb 1;54(3):2033-44
pubmed: 20851191
N Engl J Med. 2015 Jun 11;372(24):2296-306
pubmed: 25882510
N Engl J Med. 2019 May 9;380(19):1795-1803
pubmed: 31067369
Lancet Neurol. 2011 Nov;10(11):978-86
pubmed: 21978972
Stroke. 2005 Feb;36(2):388-97
pubmed: 15618445
N Engl J Med. 2018 Feb 22;378(8):708-718
pubmed: 29364767
Stroke. 2021 May;52(5):1570-1579
pubmed: 33827247
Stroke. 2021 Jul;52(7):2328-2337
pubmed: 33957774
Stroke. 1999 Nov;30(11):2382-90
pubmed: 10548675
J Stroke Cerebrovasc Dis. 2019 Dec;28(12):104392
pubmed: 31562038
Lancet. 2012 Dec 15;380(9859):2095-128
pubmed: 23245604
Neurology. 1997 Jul;49(1):113-9
pubmed: 9222178
Ann Neurol. 1999 Oct;46(4):568-78
pubmed: 10514093
Stroke. 1998 Sep;29(9):1778-82
pubmed: 9731594
Stroke. 2017 Apr;48(4):932-938
pubmed: 28283606
Front Neurol. 2020 May 07;11:386
pubmed: 32457694
N Engl J Med. 2015 Mar 12;372(11):1019-30
pubmed: 25671798
Sci Data. 2022 Jun 16;9(1):320
pubmed: 35710678
Comput Biol Med. 2019 Dec;115:103487
pubmed: 31629272
J Child Neurol. 2014 Jun;29(6):811-7
pubmed: 23771847
Ann Neurol. 1997 May;41(5):574-80
pubmed: 9153518
Med Image Anal. 2017 Jan;35:250-269
pubmed: 27475911
Stroke. 1998 Nov;29(11):2268-76
pubmed: 9804633
Radiographics. 2012 Sep-Oct;32(5):1285-97; discussion 1297-9
pubmed: 22977018
IEEE Trans Med Imaging. 2015 Oct;34(10):1993-2024
pubmed: 25494501
Ann Neurol. 1995 Feb;37(2):231-41
pubmed: 7847864
Sci Data. 2022 Dec 10;9(1):762
pubmed: 36496501
Hum Brain Mapp. 2019 Dec 1;40(17):4952-4964
pubmed: 31403237
AJNR Am J Neuroradiol. 2021 Jan;42(2):264-270
pubmed: 33303519
Med Image Anal. 2020 Jan;59:101589
pubmed: 31683091
J Neurol. 2020 May;267(5):1401-1406
pubmed: 31997037
AJNR Am J Neuroradiol. 2020 Feb;41(2):206-212
pubmed: 31948951
Med Image Anal. 2021 Dec;74:102211
pubmed: 34425318
World Neurosurg. 2019 Mar;123:e515-e519
pubmed: 30503289
Lancet. 2014 Jan 18;383(9913):245-54
pubmed: 24449944
J Neurointerv Surg. 2021 Feb;13(2):130-135
pubmed: 32457224
Front Neurol. 2019 Mar 19;10:208
pubmed: 30941083
Neuroimage. 2006 Jul 1;31(3):1116-28
pubmed: 16545965
AJNR Am J Neuroradiol. 2001 Apr;22(4):637-44
pubmed: 11290470
Int J Clin Pract. 2021 Nov;75(11):e14773
pubmed: 34478602