Lesion Challenge

Reference: Longitudinal multiple sclerosis lesion segmentation: Resource and challenge
Carass A, Roy S, Jog A, Cuzzocreo JL, Magrath E, Gherman A, Button J, Nguyen J, Prados F, Sudre CH, Jorge Cardoso M, Cawley N, Ciccarelli O, Wheeler-Kingshott CA, Ourselin S, Catanese L, Deshpande H, Maurel P, Commowick O, Barillot C, Tomas-Fernandez X, Warfield SK, Vaidya S, Chunduru A, Muthuganapathy R, Krishnamurthi G, Jesson A, Arbel T, Maier O, Handels H, Iheme LO, Unay D, Jain S, Sima DM, Smeets D, Ghafoorian M, Platel B, Birenbaum A, Greenspan H, Bazin PL, Calabresi PA, Crainiceanu CM, Ellingsen LM, Reich DS, Prince JL, Pham DL.
Neuroimage. 2017 Mar 1;148:77-102. doi: 10.1016/j.neuroimage.2016.12.064. Epub 2017 Jan 11. (paper link)

The Longitudinal MS Lesion Segmentation Challenge was conducted at the 2015 International Symposium on Biomedical Imaging in New York, NY, April 16-19. Competing teams applied their automatic lesion segmentation algorithms to MR neuroimaging data acquired at multiple time points from MS patients. Algorithms were evaluated against manual segmentations from multiple raters in terms of their segmentation accuracy and ability to track lesion evolution.

This work was partially supported by funding from the National Institute of Neurological Disorders and Stroke (R01-NS070906) and the National Multiple Sclerosis Society (RG-1507-05243).

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RankSubmitted byAffiliationSubmission DateScoreDownload results
#1Chuanhu_WTABeijing University of Posts and Telecommunication10/16/2019 05:5493.392 download
#2vandy_submissionVanderbilt University03/03/2019 15:0793.21 download
#3pred_expVanderbilt University05/14/2019 23:1193.189 download
#4vandy_submission1Vanderbilt University03/03/2019 15:2793.189 download
#5vandy_focalVanderbilt University03/17/2019 21:3093.115 download
#6vandy_diceVanderbilt University03/21/2019 10:3893.108 download
#7vanilla_nnUNetGerman Cancer Research Center03/08/2019 04:4993.087 download
#8test_setGerman Cancer Research Center02/18/2019 09:4393.03 download
#9vandy_singleVanderbilt University03/22/2019 12:5392.953 download
#10vandy_focal_refinedVanderbilt University03/20/2019 21:2792.952 download
#11vandy_focal2Vanderbilt University03/20/2019 21:0492.847 download
#12WTA_CABBeijing University of Posts and Telecommunications04/23/2019 07:0492.648 download
#13WTA_submission1Beijing University of Posts and Telecommunications04/28/2019 05:0492.637 download
#14Chuanhu_WTABeijing University of Posts and Telecommunication10/16/2019 07:1092.618 download
#15WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:3692.611 download
#16WTA_V1Beijing University of Posts and Telecommunications04/28/2019 06:0992.593 download
#17WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:4192.57 download
#18Chuanhu_WTABeijing University of Posts and Telecommunication10/18/2019 13:5392.534 download
#19WTABeijing University of Posts and Telecommunications04/07/2019 03:2292.494 download
#20IMAGINE_2Boston Children's Hospital06/19/2018 16:4892.486 download
#21WTA_submissionBeijing University of Posts and Telecommunications06/22/2019 22:2692.451 download
#22test_uvaUVA01/17/2019 12:3992.405 download
#23dropUNetUVA10/03/2018 11:0392.405 download
#24UNet_v3UVA08/23/2018 09:3892.402 download
#25uva_unetUVA08/19/2018 17:4292.344 download
#26DuNetUVA08/22/2018 09:5292.327 download
#27testtest10/31/2018 01:5592.227 download
#28WTA_submission1Beijing University of Posts and Telecommunications04/28/2019 05:0992.213 download
#29WTA_CABBeijing University of Posts and Telecommunications04/23/2019 07:1092.189 download
#30UnigeUniversity of Genova10/31/2018 01:4592.184 download
#31vandy_test_4Vanderbilt University02/18/2019 22:5992.167 download
#32vandy_test_3Vanderbilt University02/18/2019 21:5692.144 download
#33vandy_testVanderbilt University02/18/2019 21:0892.138 download
#34UnigeUniversity of Genova10/31/2018 04:0392.118 download
#35vandy_test_2Vanderbilt University02/18/2019 21:4392.112 download
#36PAVISIstituto Italiano di Tecnologia09/25/2018 14:3492.108 download
#37vandy_test_5Vanderbilt University02/21/2019 13:5692.106 download
#38Chuanhu_TWABeijing University of Posts and Telecommunication06/11/2019 00:5592.099 download
#393DAttn_UNetBeijing University of Posts and Telecommunication10/18/2019 14:1492.098 download
#40asmslCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/24/2017 17:4792.076 download
#41without_AMBeijing University of Posts and Telecommunications04/28/2019 01:2792.06 download
#42test_attUVA12/17/2018 22:5292.032 download
#43Chuanhu_WTA_UNet3DBeijing University of Posts and Telecommunication10/18/2019 12:4192 download
#442cUNetUVA09/23/2018 14:4691.918 download
#45testtest10/31/2018 01:5991.897 download
#46FC-DENSENET_GDLBoston Children's Hospital06/23/2018 12:5991.817 download
#47vandy_test_1Vanderbilt University02/18/2019 21:2991.8 download
#48WTA1Beijing University of Posts and Telecommunications04/07/2019 03:3691.774 download
#49BrazIstituto Italiano di Tecnologia05/09/2018 21:0291.735 download
#50PAVISIstituto Italiano di Tecnologia09/25/2018 15:5491.73 download
#51PAVISIstituto Italiano di Tecnologia09/26/2018 09:3391.649 download
#52miplabtestTel-Aviv University12/02/2018 06:0491.633 download
#533DUNetBeijing University of Posts and Telecommunication10/18/2019 13:2491.626 download
#54miplab_testTel-Aviv University12/02/2018 04:5491.547 download
#55MIPLABTel-Aviv University11/03/2018 05:3891.539 download
#56uva_test_0818UVA08/18/2018 22:1691.53 download
#57IMAGINEBoston Children's Hospital04/12/2018 12:4191.523 download
#58BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:1591.521 download
#59BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:3691.503 download
#60test01_01_nicvicoroborgUniversity of Girona09/16/2018 10:0891.465 download
#61testdataorgUniversity of Girona09/16/2018 10:0591.465 download
#62nic_vicorob_testInstitut de Recerca en Visió per Computador i Robòtica,Universitat de Girona02/22/2017 10:4291.44 download
#63output_10_24_16_46University10/24/2019 16:4791.409 download
#643DUNetBeijing University of Posts and Telecommunication10/18/2019 13:2991.387 download
#65VIC_TF_FULLUniversity of Girona, Spain05/02/2017 12:2891.331 download
#66vtest5Vanderbilt University02/11/2019 21:4491.296 download
#67NewGenAllUniversity of Girona11/21/2018 13:1091.277 download
#68MIPLAB_v3Department of Electrical Engineering, Tel-Aviv University08/13/2016 17:2691.267 download
#69Chuanhu_WATBeijing University of Posts and Telecommunication06/07/2019 11:0691.261 download
#70DeepTommyfritz02/15/2019 06:3191.249 download
#71output_10_26_9_41University10/26/2019 09:4191.218 download
#72output_01University10/22/2019 10:1991.218 download
#73ISBIAllAugCCUniversity of Girona11/27/2018 10:2391.206 download
#74vtest4Vanderbilt University02/11/2019 21:2391.159 download
#75CNet2Beijing University of Posts and Telecommunication05/08/2019 05:2291.088 download
#76udgvicorob_4modUniversity of Girona, Spain04/24/2019 11:3791.019 download
#77miac_resultsCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel12/09/2016 15:2291.011 download
#78testpim PIM Research Center, France09/04/2019 18:2991.002 download
#79output_10_26_9_26University10/26/2019 09:2690.996 download
#80IMAGINE2Boston Children's Hospital05/14/2018 11:3490.981 download
#81output_10_24_16_38University10/24/2019 16:3890.974 download
#82vtest8Vanderbilt University02/12/2019 01:2490.962 download
#83WTA_V2Beijing University of Posts and Telecommunications04/28/2019 06:4290.944 download
#84DeepTommy2fritz02/15/2019 08:2390.933 download
#85ArchiveUniversity of Girona, Spain06/12/2019 05:0990.919 download
#86vtest7Vanderbilt University02/12/2019 01:0990.903 download
#87no_t1_7_epochImaging_Lab09/11/2018 20:4190.887 download
#88ArchiveUniversity of Girona, Spain06/13/2019 07:5890.863 download
#89seg_5University10/21/2019 23:2090.816 download
#90vtest6Vanderbilt University02/12/2019 00:0990.781 download
#91NIC_VICOROB_rater2University of Girona, Spain02/22/2017 10:5990.729 download
#92GINRIA_Model0211/17/2018 10:4890.714 download
#93PVG1Centre For Intelligent Machines, McGill University11/04/2016 11:2990.698 download
#94testpim PIM Research Center, France09/05/2019 04:1490.624 download
#95GINRIA_Model0302/27/2018 08:3590.615 download
#96CNet2Beijing University of Posts and Telecommunication05/08/2019 21:2690.599 download
#97ENIS_ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia04/24/2017 04:4590.572 download
#98vtest3Vanderbilt University02/11/2019 16:5390.549 download
#99output_10_26_9_05University10/26/2019 09:0590.51 download
#100GINRIA_Model2701/22/2019 06:2190.358 download
#101test01_01_nicvicorobgenUniversity of Girona09/16/2018 10:0290.333 download
#102VICOROB_OSL_03_01University of Girona, Spain04/30/2018 11:2990.327 download
#103FLAIR_PD_7_epochImaging_Lab09/27/2018 20:0190.324 download
#104vtest1Vanderbilt University02/11/2019 02:3490.313 download
#105IMIInstitute of Medical Informatics, University of Lübeck11/04/2016 10:1890.283 download
#106testpim03002 PIM Research Center, France09/03/2019 09:1990.27 download
#107testingResultsUS Naval Academy12/04/2018 18:5990.241 download
#108vtest2Vanderbilt University02/11/2019 14:0990.227 download
#109GINRIA_Model27_bis01/21/2019 16:4790.179 download
#110seg_6University10/22/2019 09:5290.173 download
#111ATMSEcole Nationale d'Ingénieurs de Sfax09/11/2016 11:5990.17 download
#112GINRIA_Model2512/13/2018 11:3490.103 download
#113modmdgCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/22/2017 11:3190.084 download
#114test_MIPLAB_v2Dept of Biomedical Engineering, Tel-Aviv University06/12/2016 02:2790.07 download
#115ISBI02AugCCUniversity of Girona11/22/2018 09:5090.045 download
#116output_10_24_16_25University10/24/2019 16:2690.029 download
#117output_10_26_9_17University10/26/2019 09:1790.023 download
#118pred_submissionBioclinica08/24/2018 20:0490.021 download
#119GINRIA_Model27orig01/21/2019 14:0090.02 download
#120FLAIR_only_7_epochImaging_Lab09/27/2018 19:5790.006 download
#121testdataJHU06/28/2018 14:5389.867 download
#122ISBI02AugFFUniversity of Girona11/22/2018 10:1189.855 download
#123testdataistituto italiano di tecnologia (IIT)10/12/2017 05:4089.849 download
#124testdata_ATMS_ENISEcole Nationale d'Ingénieurs de Sfax01/12/2017 08:3589.844 download
#125ISBI02AugAUniversity of Girona11/21/2018 14:2989.827 download
#126test01_01_IMAGINEBoston Children's Hospital04/12/2018 12:3289.824 download
#127testdataBoston Children's Hospital04/12/2018 11:5589.824 download
#128VISAGES2VisAGeS, INRIA11/04/2016 12:0289.807 download
#129GEN4ModalityUniversity of Girona10/03/2018 06:0189.8 download
#130DenseNetUVA11/20/2018 12:1589.753 download
#131Aug_64Student04/28/2019 20:1489.719 download
#132ISBI02AugBUniversity of Girona11/21/2018 16:4289.683 download
#133ISBI02AugCUniversity of Girona11/21/2018 17:3889.675 download
#134GINRIA_Model27_bis01/22/2019 06:4989.67 download
#135test01_01_PAVISistituto italiano di tecnologia (IIT)10/12/2017 05:4389.617 download
#136pim_03_001 PIM Research Center, France09/03/2019 09:3289.591 download
#137CNN_CRF_reader1Imaging_Lab08/27/2018 15:2589.567 download
#138Chuanhu_WTA_CCNet1Beijing University of Posts and Telecommunication05/06/2019 08:5289.559 download
#139Chuanhu_WTA_CCNet.niiBeijing University of Posts and Telecommunication05/06/2019 02:1989.559 download
#140ISBI03AugCCUniversity of Girona11/23/2018 08:5689.549 download
#141ISBI01AugCCUniversity of Girona11/23/2018 04:1789.541 download
#142output_10_24_15_38University10/24/2019 15:3989.371 download
#143output_segUniversity of Pennsylvania10/12/2019 20:4189.356 download
#144deepertommyfritz03/02/2019 12:1089.273 download
#145DA02University of Girona09/26/2018 09:3289.218 download
#146IITBiomedical Imaging Lab, Indian Institute of Technlogy11/04/2016 10:0289.159 download
#147teamfritz04/29/2019 12:3089.086 download
#148DA01University of Girona09/24/2018 06:3989.066 download
#149output_10_26_10_04University10/26/2019 10:0589.024 download
#150testStudent01/14/2019 20:2388.913 download
#151mixStudent07/08/2019 00:0788.908 download
#152GINRIA_Model0311/17/2018 10:4988.902 download
#153seg_1University10/15/2019 09:1488.872 download
#154TrainGenTestOrgUniversity of Girona11/15/2018 04:0588.87 download
#155test01_01_DEEPU_resize2Student01/14/2019 21:0288.85 download
#156unet_2Student01/14/2019 21:0088.85 download
#157deep_unetStudent01/14/2019 20:3888.817 download
#158ranger_native_withStruct_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0488.8 download
#159MSMETRIXicometrix11/04/2016 11:2288.744 download
#160testdata Hôpital des Quinze-Vingts09/11/2019 10:3888.735 download
#161ORG03University of Girona09/27/2018 08:2188.673 download
#162ISBI05AugCCUniversity of Girona11/23/2018 08:3888.663 download
#163ranger_native_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5688.624 download
#164ORG02University of Girona09/26/2018 09:1888.617 download
#165testdatagenUniversity of Girona09/16/2018 09:5688.567 download
#166dl_reader1Imaging_Lab05/16/2018 10:5188.527 download
#167densyfritz04/29/2019 13:3588.478 download
#168unet_reader1_flair_only_ppBioclinica05/15/2018 18:5988.476 download
#169lToadsImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:2888.465 download
#170seg_3University10/21/2019 11:3188.433 download
#171densy2fritz04/29/2019 14:3888.433 download
#172ranger_native_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.426 download
#173finchfritz04/30/2019 04:4788.425 download
#1743Student06/03/2019 19:5888.41 download
#1752Student04/25/2019 23:5688.41 download
#1761Student04/25/2019 23:4888.41 download
#177CNN_reader2Bioclinica05/16/2018 01:3488.404 download
#178ranger_native_nopd_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:2788.364 download
#179ranger_native_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0388.343 download
#180ranger_native_nopd_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3588.335 download
#181ranger_native_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5588.272 download
#182test01_01_zengwhXiamen University09/08/2019 04:1688.255 download
#183test_dataXiamen University09/08/2019 04:1488.255 download
#18464_2Student05/05/2019 22:3288.217 download
#185origStudent07/07/2019 23:5888.176 download
#186seg_4University10/21/2019 21:0088.139 download
#187DA04University of Girona09/27/2018 08:5488.139 download
#188dl_lth_reader1Imaging_Lab05/16/2018 16:0588.131 download
#189ranger_native_nopd_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3488.123 download
#190seg_2University10/15/2019 22:5788.084 download
#191Mediaire_Lesion_test_20180906mediaire/development09/06/2018 11:2888.08 download
#192MSMETRIXicometrix05/19/2016 12:1188.068 download
#193ranger_native_nopd_filtered_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.039 download
#194SmartDSPXiamen University09/17/2019 20:2988.03 download
#195ORG05University of Girona09/27/2018 09:0188.022 download
#196SmartDSPXiamen University09/18/2019 02:1288.021 download
#197CMICTranslational Imaging Group, CMIC, UCL11/04/2016 09:3288.009 download
#198MORFImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:3787.917 download
#199mama_bazookafritz07/05/2019 18:1587.895 download
#200LesionChallengeTest_20181003DKFZ10/03/2018 07:1587.829 download
#201output_10_26_8_53University10/26/2019 08:5487.827 download
#202DA03University of Girona09/27/2018 08:3787.811 download
#203testdata_kulKU Leuven10/14/2016 16:1587.748 download
#204unet_reader1_flair_onlyBioclinica05/12/2018 14:3087.747 download
#205MIMoSA_PSUPenn09/19/2017 10:1587.715 download
#20632Student04/29/2019 02:2887.708 download
#207testDTU03/19/2019 03:1487.699 download
#208ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia09/09/2017 14:1387.69 download
#209ORG01University of Girona09/24/2018 06:3287.613 download
#210MIMoSA_SUPenn09/12/2017 16:2287.57 download
#211MIMoSA_1UPenn09/12/2017 16:2387.479 download
#212MIMoSA_2UPenn09/12/2017 16:2387.398 download
#213TIG-BFTranslational Imaging Group, CMIC, UCL11/04/2016 11:5487.376 download
#214GINRIA_Model2011/17/2018 11:5687.366 download
#215GINRIA_Model0102/20/2018 04:5287.31 download
#216unet_reader_1_no_valBioclinica05/14/2018 18:1887.303 download
#217unet_reader2_flair_onlyBioclinica05/12/2018 14:4987.242 download
#218predicted_masks_niiblah05/11/2018 22:4487.242 download
#219unet_reader_2_no_valBioclinica05/14/2018 23:2887.15 download
#220CRLComputational Radiology Laboratory, Boston Children's Hospital11/04/2016 09:4187.017 download
#221unet_readers_1_and_2_separate_flair_onlyBioclinica05/14/2018 01:5086.965 download
#222DIAGDiagnostic Image Analysis Group, Radboud University Medical Center11/04/2016 09:4986.916 download
#223test1Beijing University of Posts and Telecommunications04/28/2019 02:1286.903 download
#224MIALSFU09/17/2019 08:2786.653 download
#225unet_readers_1_and_2_flair_onlyBioclinica05/12/2018 21:4986.578 download
#226DA05University of Girona09/27/2018 09:0786.506 download
#227TIGTranslational Imaging Group, CMIC, UCL11/04/2016 11:3886.436 download
#228mediaire_v2mediaire/development02/14/2019 10:1586.112 download
#229VISAGES3VisAGeS, INRIA11/04/2016 12:4386.068 download
#230ORG04University of Girona09/27/2018 08:4685.974 download
#231tommy_denserfritz04/29/2019 06:4885.271 download
#232uva_testUVA08/16/2018 22:5884.727 download
#233BAUMIPVisAGeS, INRIA11/04/2016 09:2384.14 download