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
#1vandy_submissionVanderbilt University03/03/2019 15:0793.21 download
#2pred_expVanderbilt University05/14/2019 23:1193.189 download
#3vandy_submission1Vanderbilt University03/03/2019 15:2793.189 download
#4vandy_focalVanderbilt University03/17/2019 21:3093.115 download
#5vandy_diceVanderbilt University03/21/2019 10:3893.108 download
#6vanilla_nnUNetGerman Cancer Research Center03/08/2019 04:4993.087 download
#7test_setGerman Cancer Research Center02/18/2019 09:4393.03 download
#8vandy_singleVanderbilt University03/22/2019 12:5392.953 download
#9vandy_focal_refinedVanderbilt University03/20/2019 21:2792.952 download
#10vandy_focal2Vanderbilt University03/20/2019 21:0492.847 download
#11WTA_CABBeijing University of Posts and Telecommunications04/23/2019 07:0492.648 download
#12WTA_submission1Beijing University of Posts and Telecommunications04/28/2019 05:0492.637 download
#13WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:3692.611 download
#14WTA_V1Beijing University of Posts and Telecommunications04/28/2019 06:0992.593 download
#15Chuanhu_WTABeijing University of Posts and Telecommunication06/12/2019 23:2192.587 download
#16WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:4192.57 download
#17WTABeijing University of Posts and Telecommunications04/07/2019 03:2292.494 download
#18IMAGINE_2Boston Children's Hospital06/19/2018 16:4892.486 download
#19WTA_submissionBeijing University of Posts and Telecommunications06/22/2019 22:2692.451 download
#20test_uvaUVA01/17/2019 12:3992.405 download
#21dropUNetUVA10/03/2018 11:0392.405 download
#22UNet_v3UVA08/23/2018 09:3892.402 download
#23uva_unetUVA08/19/2018 17:4292.344 download
#24DuNetUVA08/22/2018 09:5292.327 download
#25Chuanhu_WTABeijing University of Posts and Telecommunication06/24/2019 23:0692.265 download
#26testtest10/31/2018 01:5592.227 download
#27WTA_submission1Beijing University of Posts and Telecommunications04/28/2019 05:0992.213 download
#28WTA_CABBeijing University of Posts and Telecommunications04/23/2019 07:1092.189 download
#29UnigeUniversity of Genova10/31/2018 01:4592.184 download
#30vandy_test_4Vanderbilt University02/18/2019 22:5992.167 download
#31vandy_test_3Vanderbilt University02/18/2019 21:5692.144 download
#32vandy_testVanderbilt University02/18/2019 21:0892.138 download
#33UnigeUniversity of Genova10/31/2018 04:0392.118 download
#34vandy_test_2Vanderbilt University02/18/2019 21:4392.112 download
#35PAVISIstituto Italiano di Tecnologia09/25/2018 14:3492.108 download
#36vandy_test_5Vanderbilt University02/21/2019 13:5692.106 download
#37Chuanhu_TWABeijing University of Posts and Telecommunication06/11/2019 00:5592.099 download
#38asmslCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/24/2017 17:4792.076 download
#39without_AMBeijing University of Posts and Telecommunications04/28/2019 01:2792.06 download
#40test_attUVA12/17/2018 22:5292.032 download
#412cUNetUVA09/23/2018 14:4691.918 download
#42testtest10/31/2018 01:5991.897 download
#43FC-DENSENET_GDLBoston Children's Hospital06/23/2018 12:5991.817 download
#44vandy_test_1Vanderbilt University02/18/2019 21:2991.8 download
#45WTA1Beijing University of Posts and Telecommunications04/07/2019 03:3691.774 download
#46BrazIstituto Italiano di Tecnologia05/09/2018 21:0291.735 download
#47PAVISIstituto Italiano di Tecnologia09/25/2018 15:5491.73 download
#48PAVISIstituto Italiano di Tecnologia09/26/2018 09:3391.649 download
#49miplabtestTel-Aviv University12/02/2018 06:0491.633 download
#50miplab_testTel-Aviv University12/02/2018 04:5491.547 download
#51MIPLABTel-Aviv University11/03/2018 05:3891.539 download
#52uva_test_0818UVA08/18/2018 22:1691.53 download
#53IMAGINEBoston Children's Hospital04/12/2018 12:4191.523 download
#54BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:1591.521 download
#55BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:3691.503 download
#56test01_01_nicvicoroborgUniversity of Girona09/16/2018 10:0891.465 download
#57testdataorgUniversity of Girona09/16/2018 10:0591.465 download
#58nic_vicorob_testInstitut de Recerca en Visió per Computador i Robòtica,Universitat de Girona02/22/2017 10:4291.44 download
#59VIC_TF_FULLUniversity of Girona, Spain05/02/2017 12:2891.331 download
#60vtest5Vanderbilt University02/11/2019 21:4491.296 download
#61NewGenAllUniversity of Girona11/21/2018 13:1091.277 download
#62MIPLAB_v3Department of Electrical Engineering, Tel-Aviv University08/13/2016 17:2691.267 download
#63Chuanhu_WATBeijing University of Posts and Telecommunication06/07/2019 11:0691.261 download
#64DeepTommyfritz02/15/2019 06:3191.249 download
#65ISBIAllAugCCUniversity of Girona11/27/2018 10:2391.206 download
#66vtest4Vanderbilt University02/11/2019 21:2391.159 download
#67CNet2Beijing University of Posts and Telecommunication05/08/2019 05:2291.088 download
#68udgvicorob_4modUniversity of Girona, Spain04/24/2019 11:3791.019 download
#69miac_resultsCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel12/09/2016 15:2291.011 download
#70IMAGINE2Boston Children's Hospital05/14/2018 11:3490.981 download
#71vtest8Vanderbilt University02/12/2019 01:2490.962 download
#72WTA_V2Beijing University of Posts and Telecommunications04/28/2019 06:4290.944 download
#73DeepTommy2fritz02/15/2019 08:2390.933 download
#74ArchiveUniversity of Girona, Spain06/12/2019 05:0990.919 download
#75vtest7Vanderbilt University02/12/2019 01:0990.903 download
#76no_t1_7_epochImaging_Lab09/11/2018 20:4190.887 download
#77ArchiveUniversity of Girona, Spain06/13/2019 07:5890.863 download
#78vtest6Vanderbilt University02/12/2019 00:0990.781 download
#79NIC_VICOROB_rater2University of Girona, Spain02/22/2017 10:5990.729 download
#80GINRIA_Model0211/17/2018 10:4890.714 download
#81PVG1Centre For Intelligent Machines, McGill University11/04/2016 11:2990.698 download
#82GINRIA_Model0302/27/2018 08:3590.615 download
#83CNet2Beijing University of Posts and Telecommunication05/08/2019 21:2690.599 download
#84ENIS_ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia04/24/2017 04:4590.572 download
#85vtest3Vanderbilt University02/11/2019 16:5390.549 download
#86GINRIA_Model2701/22/2019 06:2190.358 download
#87test01_01_nicvicorobgenUniversity of Girona09/16/2018 10:0290.333 download
#88VICOROB_OSL_03_01University of Girona, Spain04/30/2018 11:2990.327 download
#89FLAIR_PD_7_epochImaging_Lab09/27/2018 20:0190.324 download
#90vtest1Vanderbilt University02/11/2019 02:3490.313 download
#91IMIInstitute of Medical Informatics, University of Lübeck11/04/2016 10:1890.283 download
#92testingResultsUS Naval Academy12/04/2018 18:5990.241 download
#93vtest2Vanderbilt University02/11/2019 14:0990.227 download
#94GINRIA_Model27_bis01/21/2019 16:4790.179 download
#95ATMSEcole Nationale d'Ingénieurs de Sfax09/11/2016 11:5990.17 download
#96GINRIA_Model2512/13/2018 11:3490.103 download
#97modmdgCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/22/2017 11:3190.084 download
#98test_MIPLAB_v2Dept of Biomedical Engineering, Tel-Aviv University06/12/2016 02:2790.07 download
#99ISBI02AugCCUniversity of Girona11/22/2018 09:5090.045 download
#100pred_submissionBioclinica08/24/2018 20:0490.021 download
#101GINRIA_Model27orig01/21/2019 14:0090.02 download
#102FLAIR_only_7_epochImaging_Lab09/27/2018 19:5790.006 download
#103testdataJHU06/28/2018 14:5389.867 download
#104ISBI02AugFFUniversity of Girona11/22/2018 10:1189.855 download
#105testdataistituto italiano di tecnologia (IIT)10/12/2017 05:4089.849 download
#106testdata_ATMS_ENISEcole Nationale d'Ingénieurs de Sfax01/12/2017 08:3589.844 download
#107ISBI02AugAUniversity of Girona11/21/2018 14:2989.827 download
#108test01_01_IMAGINEBoston Children's Hospital04/12/2018 12:3289.824 download
#109testdataBoston Children's Hospital04/12/2018 11:5589.824 download
#110VISAGES2VisAGeS, INRIA11/04/2016 12:0289.807 download
#111GEN4ModalityUniversity of Girona10/03/2018 06:0189.8 download
#112DenseNetUVA11/20/2018 12:1589.753 download
#113Aug_64Student04/28/2019 20:1489.719 download
#114ISBI02AugBUniversity of Girona11/21/2018 16:4289.683 download
#115ISBI02AugCUniversity of Girona11/21/2018 17:3889.675 download
#116GINRIA_Model27_bis01/22/2019 06:4989.67 download
#117test01_01_PAVISistituto italiano di tecnologia (IIT)10/12/2017 05:4389.617 download
#118CNN_CRF_reader1Imaging_Lab08/27/2018 15:2589.567 download
#119Chuanhu_WTA_CCNet1Beijing University of Posts and Telecommunication05/06/2019 08:5289.559 download
#120Chuanhu_WTA_CCNet.niiBeijing University of Posts and Telecommunication05/06/2019 02:1989.559 download
#121ISBI03AugCCUniversity of Girona11/23/2018 08:5689.549 download
#122ISBI01AugCCUniversity of Girona11/23/2018 04:1789.541 download
#123deepertommyfritz03/02/2019 12:1089.273 download
#124DA02University of Girona09/26/2018 09:3289.218 download
#125IITBiomedical Imaging Lab, Indian Institute of Technlogy11/04/2016 10:0289.159 download
#126teamfritz04/29/2019 12:3089.086 download
#127DA01University of Girona09/24/2018 06:3989.066 download
#128testStudent01/14/2019 20:2388.913 download
#129mixStudent07/08/2019 00:0788.908 download
#130GINRIA_Model0311/17/2018 10:4988.902 download
#131TrainGenTestOrgUniversity of Girona11/15/2018 04:0588.87 download
#132test01_01_DEEPU_resize2Student01/14/2019 21:0288.85 download
#133unet_2Student01/14/2019 21:0088.85 download
#134deep_unetStudent01/14/2019 20:3888.817 download
#135ranger_native_withStruct_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0488.8 download
#136MSMETRIXicometrix11/04/2016 11:2288.744 download
#137ORG03University of Girona09/27/2018 08:2188.673 download
#138ISBI05AugCCUniversity of Girona11/23/2018 08:3888.663 download
#139ranger_native_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5688.624 download
#140ORG02University of Girona09/26/2018 09:1888.617 download
#141testdatagenUniversity of Girona09/16/2018 09:5688.567 download
#142dl_reader1Imaging_Lab05/16/2018 10:5188.527 download
#143densyfritz04/29/2019 13:3588.478 download
#144unet_reader1_flair_only_ppBioclinica05/15/2018 18:5988.476 download
#145lToadsImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:2888.465 download
#146densy2fritz04/29/2019 14:3888.433 download
#147ranger_native_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.426 download
#148finchfritz04/30/2019 04:4788.425 download
#1493Student06/03/2019 19:5888.41 download
#1502Student04/25/2019 23:5688.41 download
#1511Student04/25/2019 23:4888.41 download
#152CNN_reader2Bioclinica05/16/2018 01:3488.404 download
#153ranger_native_nopd_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:2788.364 download
#154ranger_native_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0388.343 download
#155ranger_native_nopd_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3588.335 download
#156ranger_native_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5588.272 download
#15764_2Student05/05/2019 22:3288.217 download
#158origStudent07/07/2019 23:5888.176 download
#159DA04University of Girona09/27/2018 08:5488.139 download
#160dl_lth_reader1Imaging_Lab05/16/2018 16:0588.131 download
#161ranger_native_nopd_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3488.123 download
#162Mediaire_Lesion_test_20180906mediaire/development09/06/2018 11:2888.08 download
#163MSMETRIXicometrix05/19/2016 12:1188.068 download
#164ranger_native_nopd_filtered_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.039 download
#165ORG05University of Girona09/27/2018 09:0188.022 download
#166CMICTranslational Imaging Group, CMIC, UCL11/04/2016 09:3288.009 download
#167MORFImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:3787.917 download
#168mama_bazookafritz07/05/2019 18:1587.895 download
#169LesionChallengeTest_20181003DKFZ10/03/2018 07:1587.829 download
#170DA03University of Girona09/27/2018 08:3787.811 download
#171testdata_kulKU Leuven10/14/2016 16:1587.748 download
#172unet_reader1_flair_onlyBioclinica05/12/2018 14:3087.747 download
#173MIMoSA_PSUPenn09/19/2017 10:1587.715 download
#17432Student04/29/2019 02:2887.708 download
#175testDTU03/19/2019 03:1487.699 download
#176ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia09/09/2017 14:1387.69 download
#177ORG01University of Girona09/24/2018 06:3287.613 download
#178MIMoSA_SUPenn09/12/2017 16:2287.57 download
#179MIMoSA_1UPenn09/12/2017 16:2387.479 download
#180MIMoSA_2UPenn09/12/2017 16:2387.398 download
#181TIG-BFTranslational Imaging Group, CMIC, UCL11/04/2016 11:5487.376 download
#182GINRIA_Model2011/17/2018 11:5687.366 download
#183GINRIA_Model0102/20/2018 04:5287.31 download
#184unet_reader_1_no_valBioclinica05/14/2018 18:1887.303 download
#185unet_reader2_flair_onlyBioclinica05/12/2018 14:4987.242 download
#186predicted_masks_niiblah05/11/2018 22:4487.242 download
#187unet_reader_2_no_valBioclinica05/14/2018 23:2887.15 download
#188CRLComputational Radiology Laboratory, Boston Children's Hospital11/04/2016 09:4187.017 download
#189unet_readers_1_and_2_separate_flair_onlyBioclinica05/14/2018 01:5086.965 download
#190DIAGDiagnostic Image Analysis Group, Radboud University Medical Center11/04/2016 09:4986.916 download
#191test1Beijing University of Posts and Telecommunications04/28/2019 02:1286.903 download
#192unet_readers_1_and_2_flair_onlyBioclinica05/12/2018 21:4986.578 download
#193DA05University of Girona09/27/2018 09:0786.506 download
#194TIGTranslational Imaging Group, CMIC, UCL11/04/2016 11:3886.436 download
#195mediaire_v2mediaire/development02/14/2019 10:1586.112 download
#196VISAGES3VisAGeS, INRIA11/04/2016 12:4386.068 download
#197ORG04University of Girona09/27/2018 08:4685.974 download
#198tommy_denserfritz04/29/2019 06:4885.271 download
#199uva_testUVA08/16/2018 22:5884.727 download
#200BAUMIPVisAGeS, INRIA11/04/2016 09:2384.14 download