Sökning: onr:"swepub:oai:DiVA.org:kth-235440" > Objective Evaluatio...
Fältnamn | Indikatorer | Metadata |
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000 | 07455naa a2200841 4500 | |
001 | oai:DiVA.org:kth-235440 | |
003 | SwePub | |
008 | 180927s2018 | |||||||||||000 ||eng| | |
024 | 7 | a https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-2354402 URI |
024 | 7 | a https://doi.org/10.1038/s41598-018-31911-72 DOI |
040 | a (SwePub)kth | |
041 | a engb eng | |
042 | 9 SwePub | |
072 | 7 | a ref2 swepub-contenttype |
072 | 7 | a art2 swepub-publicationtype |
100 | 1 | a Commowick, Olivieru Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
245 | 1 0 | a Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure |
264 | c 2018-09-12 | |
264 | 1 | b 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 | 7 | a TEKNIK OCH TEKNOLOGIERx Annan teknik0 (SwePub)2112 hsv//swe |
650 | 7 | a ENGINEERING AND TECHNOLOGYx Other Engineering and Technologies0 (SwePub)2112 hsv//eng |
700 | 1 | a Istace, Audreyu Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut |
700 | 1 | a Kain, Michaelu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
700 | 1 | a Laurent, Baptisteu Univ Brest, IBSAM, INSERM, LaTIM,UMR 1101, Brest, France.4 aut |
700 | 1 | a Leray, Florentu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
700 | 1 | a Simon, Mathieuu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
700 | 1 | 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 |
700 | 1 | 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 |
700 | 1 | a Ameli, Roxanau Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut |
700 | 1 | a Ferre, Jean-Christopheu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neuroradiol, F-35033 Rennes, France.4 aut |
700 | 1 | a Kerbrat, Anneu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neurol, F-35033 Rennes, France.4 aut |
700 | 1 | a Tourdias, Thomasu CHU Bordeaux, Serv Neuroimagerie, Bordeaux, France.4 aut |
700 | 1 | 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 |
700 | 1 | a Glatard, Tristanu Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ, Canada.4 aut |
700 | 1 | a Beaumont, Jeremyu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
700 | 1 | a Doyle, Senanu Pixyl Med, Grenoble, France.4 aut |
700 | 1 | a Forbes, Florenceu Pixyl Med, Grenoble, France.;Inria Grenoble Rhone Alpes, Grenoble, France.4 aut |
700 | 1 | a Knight, Jesseu Univ Guelph, Sch Engn, Image Anal Med Lab, Guelph, ON, Canada.4 aut |
700 | 1 | a Khademi, Aprilu Ryerson Univ, Image Anal Med Lab IAMLAB, Toronto, ON, Canada.4 aut |
700 | 1 | a Mahbod, Amirrezau KTH,Skolan för teknik och hälsa (STH)4 aut0 (Swepub:kth)u1xfacv2 |
700 | 1 | a Wang, Chunliang,d 1980-u KTH,Skolan för teknik och hälsa (STH)4 aut0 (Swepub:kth)u1tbkeej |
700 | 1 | a McKinley, Richardu Univ Bern, Dept Diagnost & Intervent Neuroradiol, Inselspital, Bern, Switzerland.4 aut |
700 | 1 | a Wagner, Francau Univ Bern, Dept Diagnost & Intervent Neuroradiol, Inselspital, Bern, Switzerland.4 aut |
700 | 1 | a Muschelli, Johnu Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA.4 aut |
700 | 1 | a Sweeney, Elizabethu Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA.4 aut |
700 | 1 | a Roura, Eloyu Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut |
700 | 1 | a Llado, Xavieru Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut |
700 | 1 | a Santos, Michel M.u Univ Fed Pernambuco, Ctr Informat, Recife, Brazil.4 aut |
700 | 1 | a Santos, Wellington P.u Univ Fed Pernambuco, Dept Engn Biomed, Recife, Brazil.4 aut |
700 | 1 | a Silva-Filho, Abel G.u Univ Fed Pernambuco, Ctr Informat, Recife, Brazil.4 aut |
700 | 1 | a Tomas-Fernandez, Xavieru Childrens Hosp, Dept Radiol, Computat Radiol Lab, 300 Longwood Ave, Boston, MA 02115 USA.4 aut |
700 | 1 | a Urien, Heleneu Univ Paris Saclay, LTCI, Telecom ParisTech, Paris, France.4 aut |
700 | 1 | a Bloch, Isabelleu Univ Paris Saclay, LTCI, Telecom ParisTech, Paris, France.4 aut |
700 | 1 | a Valverde, Sergiu Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut |
700 | 1 | a Cabezas, Marianou Univ Girona, Res Inst Comp Vis & Robot VICOROB, Girona, Spain.4 aut |
700 | 1 | a Javier Vera-Olmos, Franciscou Univ Rey Juan Carlos, Med Image Anal Lab, Madrid, Spain.4 aut |
700 | 1 | a Malpica, Norbertou Univ Rey Juan Carlos, Med Image Anal Lab, Madrid, Spain.4 aut |
700 | 1 | a Guttmann, Charlesu Brigham & Womens Hosp, Dept Radiol, Ctr Neurol Imaging, 75 Francis St, Boston, MA 02115 USA.4 aut |
700 | 1 | a Vukusic, Sandrau Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut |
700 | 1 | a Edan, Gillesu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.;CHU Rennes, Dept Neurol, F-35033 Rennes, France.4 aut |
700 | 1 | a Dojat, Michelu Univ Grenoble Alpes, CHU Grenoble, GIN, Inserm,U1216, Grenoble, France.4 aut |
700 | 1 | a Styner, Martinu Univ N Carolina, Dept Comp Sci, Chapel Hill, NC 27515 USA.4 aut |
700 | 1 | a Warfield, Simon K.u Childrens Hosp, Dept Radiol, Computat Radiol Lab, 300 Longwood Ave, Boston, MA 02115 USA.4 aut |
700 | 1 | a Cotton, Francoisu Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 aut |
700 | 1 | a Barillot, Christianu Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.4 aut |
710 | 2 | a Univ Rennes 1, CNRS, INSERM, VISAGES,U1228,UMR6074, Rennes, France.b Hosp Civils Lyon, Lyon Sud Hosp, Dept Radiol, Lyon, France.4 org |
773 | 0 | t Scientific Reportsd : Nature Publishing Groupg 8q 8x 2045-2322 |
856 | 4 | u https://www.nature.com/articles/s41598-018-31911-7.pdf |
856 | 4 8 | u https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235440 |
856 | 4 8 | u https://doi.org/10.1038/s41598-018-31911-7 |
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