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LIBRIS Formathandbok  (Information om MARC21)
FältnamnIndikatorerMetadata
00007455naa a2200841 4500
001oai:DiVA.org:kth-235440
003SwePub
008180927s2018 | |||||||||||000 ||eng|
0247 a https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-2354402 URI
0247 a https://doi.org/10.1038/s41598-018-31911-72 DOI
040 a (SwePub)kth
041 a engb eng
042 9 SwePub
072 7a ref2 swepub-contenttype
072 7a art2 swepub-publicationtype
1001 a Commowick, Olivieru Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
2451 0a Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
264 c 2018-09-12
264 1b Nature Publishing Group,c 2018
338 a print2 rdacarrier
500 a QC 20180927
520 a We present a study of multiple sclerosis segmentation algorithms conducted at the international MICCAI 2016 challenge. This challenge was operated using a new open-science computing infrastructure. This allowed for the automatic and independent evaluation of a large range of algorithms in a fair and completely automatic manner. This computing infrastructure was used to evaluate thirteen methods of MS lesions segmentation, exploring a broad range of state-of-theart algorithms, against a high-quality database of 53 MS cases coming from four centers following a common definition of the acquisition protocol. Each case was annotated manually by an unprecedented number of seven different experts. Results of the challenge highlighted that automatic algorithms, including the recent machine learning methods (random forests, deep learning,.), are still trailing human expertise on both detection and delineation criteria. In addition, we demonstrate that computing a statistically robust consensus of the algorithms performs closer to human expertise on one score (segmentation) although still trailing on detection scores.
650 7a TEKNIK OCH TEKNOLOGIERx Annan teknik0 (SwePub)2112 hsv//swe
650 7a ENGINEERING AND TECHNOLOGYx Other Engineering and Technologies0 (SwePub)2112 hsv//eng
7001 a Istace, Audreyu Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut
7001 a Kain, Michaelu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
7001 a Laurent, Baptisteu Univ Brest, IBSAM, INSERM, LaTIM,UMR 1101, Brest, France.4 aut
7001 a Leray, Florentu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
7001 a Simon, Mathieuu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
7001 a Pop, Sorina Camarasuu Univ Claude Bernard Lyon 1, Univ Lyon,INSA Lyon, UJM St Etienne,CNRS,Inserm, CREATIS,UMR 5220,U1206, F-69621 Lyon, France.4 aut
7001 a Girard, Pascalu Univ Claude Bernard Lyon 1, Univ Lyon,INSA Lyon, UJM St Etienne,CNRS,Inserm, CREATIS,UMR 5220,U1206, F-69621 Lyon, France.4 aut
7001 a Ameli, Roxanau Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut
7001 a Ferre, Jean-Christopheu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neuroradiol, F-35033 Rennes, France.4 aut
7001 a Kerbrat, Anneu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neurol, F-35033 Rennes, France.4 aut
7001 a Tourdias, Thomasu CHU Bordeaux, Serv Neuroimagerie, Bordeaux, France.4 aut
7001 a Cervenansky, Fredericu Univ Claude Bernard Lyon 1, Univ Lyon,INSA Lyon, UJM St Etienne,CNRS,Inserm, CREATIS,UMR 5220,U1206, F-69621 Lyon, France.4 aut
7001 a Glatard, Tristanu Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ, Canada.4 aut
7001 a Beaumont, Jeremyu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
7001 a Doyle, Senanu Pixyl Med, Grenoble, France.4 aut
7001 a Forbes, Florenceu Pixyl Med, Grenoble, France.;Inria Grenoble Rhone Alpes, Grenoble, France.4 aut
7001 a Knight, Jesseu Univ Guelph, Sch Engn, Image Anal Med Lab, Guelph, ON, Canada.4 aut
7001 a Khademi, Aprilu Ryerson Univ, Image Anal Med Lab IAMLAB, Toronto, ON, Canada.4 aut
7001 a Mahbod, Amirrezau KTH,Skolan för teknik och hälsa (STH)4 aut0 (Swepub:kth)u1xfacv2
7001 a Wang, Chunliang,d 1980-u KTH,Skolan för teknik och hälsa (STH)4 aut0 (Swepub:kth)u1tbkeej
7001 a McKinley, Richardu Univ Bern, Dept Diagnost & Intervent Neuroradiol, Inselspital, Bern, Switzerland.4 aut
7001 a Wagner, Francau Univ Bern, Dept Diagnost & Intervent Neuroradiol, Inselspital, Bern, Switzerland.4 aut
7001 a Muschelli, Johnu Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA.4 aut
7001 a Sweeney, Elizabethu Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA.4 aut
7001 a Roura, Eloyu Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut
7001 a Llado, Xavieru Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut
7001 a Santos, Michel M.u Univ Fed Pernambuco, Ctr Informat, Recife, Brazil.4 aut
7001 a Santos, Wellington P.u Univ Fed Pernambuco, Dept Engn Biomed, Recife, Brazil.4 aut
7001 a Silva-Filho, Abel G.u Univ Fed Pernambuco, Ctr Informat, Recife, Brazil.4 aut
7001 a Tomas-Fernandez, Xavieru Childrens Hosp, Dept Radiol, Computat Radiol Lab, 300 Longwood Ave, Boston, MA 02115 USA.4 aut
7001 a Urien, Heleneu Univ Paris Saclay, LTCI, Telecom ParisTech, Paris, France.4 aut
7001 a Bloch, Isabelleu Univ Paris Saclay, LTCI, Telecom ParisTech, Paris, France.4 aut
7001 a Valverde, Sergiu Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut
7001 a Cabezas, Marianou Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut
7001 a Javier Vera-Olmos, Franciscou Univ Rey Juan Carlos, Med Image Anal Lab, Madrid, Spain.4 aut
7001 a Malpica, Norbertou Univ Rey Juan Carlos, Med Image Anal Lab, Madrid, Spain.4 aut
7001 a Guttmann, Charlesu Brigham & Womens Hosp, Dept Radiol, Ctr Neurol Imaging, 75 Francis St, Boston, MA 02115 USA.4 aut
7001 a Vukusic, Sandrau Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut
7001 a Edan, Gillesu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neurol, F-35033 Rennes, France.4 aut
7001 a Dojat, Michelu Univ Grenoble Alpes, CHU Grenoble, GIN, Inserm,U1216, Grenoble, France.4 aut
7001 a Styner, Martinu Univ N Carolina, Dept Comp Sci, Chapel Hill, NC 27515 USA.4 aut
7001 a Warfield, Simon K.u Childrens Hosp, Dept Radiol, Computat Radiol Lab, 300 Longwood Ave, Boston, MA 02115 USA.4 aut
7001 a Cotton, Francoisu Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut
7001 a Barillot, Christianu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut
7102 a Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.b Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 org
7730 t Scientific Reportsd : Nature Publishing Groupg 8q 8x 2045-2322
8564 u https://www.nature.com/articles/s41598-018-31911-7.pdf
8564 8u https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235440
8564 8u https://doi.org/10.1038/s41598-018-31911-7

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