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
#15WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:4192.57 download
#16WTABeijing University of Posts and Telecommunications04/07/2019 03:2292.494 download
#17IMAGINE_2Boston Children's Hospital06/19/2018 16:4892.486 download
#18test_uvaUVA01/17/2019 12:3992.405 download
#19dropUNetUVA10/03/2018 11:0392.405 download
#20UNet_v3UVA08/23/2018 09:3892.402 download
#21uva_unetUVA08/19/2018 17:4292.344 download
#22DuNetUVA08/22/2018 09:5292.327 download
#23WTA_submissionBeijing University of Posts and Telecommunications04/28/2019 04:4792.256 download
#24testtest10/31/2018 01:5592.227 download
#25WTA_submission1Beijing University of Posts and Telecommunications04/28/2019 05:0992.213 download
#26WTA_CABBeijing University of Posts and Telecommunications04/23/2019 07:1092.189 download
#27UnigeUniversity of Genova10/31/2018 01:4592.184 download
#28vandy_test_4Vanderbilt University02/18/2019 22:5992.167 download
#29vandy_test_3Vanderbilt University02/18/2019 21:5692.144 download
#30vandy_testVanderbilt University02/18/2019 21:0892.138 download
#31UnigeUniversity of Genova10/31/2018 04:0392.118 download
#32vandy_test_2Vanderbilt University02/18/2019 21:4392.112 download
#33PAVISIstituto Italiano di Tecnologia09/25/2018 14:3492.108 download
#34vandy_test_5Vanderbilt University02/21/2019 13:5692.106 download
#35asmslCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/24/2017 17:4792.076 download
#36without_AMBeijing University of Posts and Telecommunications04/28/2019 01:2792.06 download
#37test_attUVA12/17/2018 22:5292.032 download
#382cUNetUVA09/23/2018 14:4691.918 download
#39testtest10/31/2018 01:5991.897 download
#40FC-DENSENET_GDLBoston Children's Hospital06/23/2018 12:5991.817 download
#41vandy_test_1Vanderbilt University02/18/2019 21:2991.8 download
#42WTA1Beijing University of Posts and Telecommunications04/07/2019 03:3691.774 download
#43BrazIstituto Italiano di Tecnologia05/09/2018 21:0291.735 download
#44PAVISIstituto Italiano di Tecnologia09/25/2018 15:5491.73 download
#45PAVISIstituto Italiano di Tecnologia09/26/2018 09:3391.649 download
#46miplabtestTel-Aviv University12/02/2018 06:0491.633 download
#47miplab_testTel-Aviv University12/02/2018 04:5491.547 download
#48MIPLABTel-Aviv University11/03/2018 05:3891.539 download
#49uva_test_0818UVA08/18/2018 22:1691.53 download
#50IMAGINEBoston Children's Hospital04/12/2018 12:4191.523 download
#51BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:1591.521 download
#52BrazIstituto Italiano di Tecnologia (PAVIS)06/10/2018 11:3691.503 download
#53test01_01_nicvicoroborgUniversity of Girona09/16/2018 10:0891.465 download
#54testdataorgUniversity of Girona09/16/2018 10:0591.465 download
#55nic_vicorob_testInstitut de Recerca en Visió per Computador i Robòtica,Universitat de Girona02/22/2017 10:4291.44 download
#56VIC_TF_FULLUniversity of Girona, Spain05/02/2017 12:2891.331 download
#57vtest5Vanderbilt University02/11/2019 21:4491.296 download
#58NewGenAllUniversity of Girona11/21/2018 13:1091.277 download
#59MIPLAB_v3Department of Electrical Engineering, Tel-Aviv University08/13/2016 17:2691.267 download
#60DeepTommyfritz02/15/2019 06:3191.249 download
#61ISBIAllAugCCUniversity of Girona11/27/2018 10:2391.206 download
#62vtest4Vanderbilt University02/11/2019 21:2391.159 download
#63CNet2Beijing University of Posts and Telecommunication05/08/2019 05:2291.088 download
#64udgvicorob_4modUniversity of Girona, Spain04/24/2019 11:3791.019 download
#65miac_resultsCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel12/09/2016 15:2291.011 download
#66IMAGINE2Boston Children's Hospital05/14/2018 11:3490.981 download
#67vtest8Vanderbilt University02/12/2019 01:2490.962 download
#68Chuanhu_WTABeijing University of Posts and Telecommunication05/16/2019 01:3990.948 download
#69WTA_V2Beijing University of Posts and Telecommunications04/28/2019 06:4290.944 download
#70DeepTommy2fritz02/15/2019 08:2390.933 download
#71vtest7Vanderbilt University02/12/2019 01:0990.903 download
#72no_t1_7_epochImaging_Lab09/11/2018 20:4190.887 download
#73vtest6Vanderbilt University02/12/2019 00:0990.781 download
#74NIC_VICOROB_rater2University of Girona, Spain02/22/2017 10:5990.729 download
#75GINRIA_Model0211/17/2018 10:4890.714 download
#76PVG1Centre For Intelligent Machines, McGill University11/04/2016 11:2990.698 download
#77GINRIA_Model0302/27/2018 08:3590.615 download
#78CNet2Beijing University of Posts and Telecommunication05/08/2019 21:2690.599 download
#79ENIS_ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia04/24/2017 04:4590.572 download
#80vtest3Vanderbilt University02/11/2019 16:5390.549 download
#81GINRIA_Model2701/22/2019 06:2190.358 download
#82test01_01_nicvicorobgenUniversity of Girona09/16/2018 10:0290.333 download
#83VICOROB_OSL_03_01University of Girona, Spain04/30/2018 11:2990.327 download
#84FLAIR_PD_7_epochImaging_Lab09/27/2018 20:0190.324 download
#85vtest1Vanderbilt University02/11/2019 02:3490.313 download
#86IMIInstitute of Medical Informatics, University of Lübeck11/04/2016 10:1890.283 download
#87testingResultsUS Naval Academy12/04/2018 18:5990.241 download
#88vtest2Vanderbilt University02/11/2019 14:0990.227 download
#89GINRIA_Model27_bis01/21/2019 16:4790.179 download
#90Chuanhu_WTABeijing University of Posts and Telecommunication05/17/2019 04:5490.172 download
#91ATMSEcole Nationale d'Ingénieurs de Sfax09/11/2016 11:5990.17 download
#92GINRIA_Model2512/13/2018 11:3490.103 download
#93modmdgCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/22/2017 11:3190.084 download
#94test_MIPLAB_v2Dept of Biomedical Engineering, Tel-Aviv University06/12/2016 02:2790.07 download
#95ArchiveMcGill University03/22/2017 00:0090.054 download
#96ISBI02AugCCUniversity of Girona11/22/2018 09:5090.045 download
#97pred_submissionBioclinica08/24/2018 20:0490.021 download
#98GINRIA_Model27orig01/21/2019 14:0090.02 download
#99FLAIR_only_7_epochImaging_Lab09/27/2018 19:5790.006 download
#100testdataJHU06/28/2018 14:5389.867 download
#101ISBI02AugFFUniversity of Girona11/22/2018 10:1189.855 download
#102testdataistituto italiano di tecnologia (IIT)10/12/2017 05:4089.849 download
#103testdata_ATMS_ENISEcole Nationale d'Ingénieurs de Sfax01/12/2017 08:3589.844 download
#104ISBI02AugAUniversity of Girona11/21/2018 14:2989.827 download
#105test01_01_IMAGINEBoston Children's Hospital04/12/2018 12:3289.824 download
#106testdataBoston Children's Hospital04/12/2018 11:5589.824 download
#107VISAGES2VisAGeS, INRIA11/04/2016 12:0289.807 download
#108GEN4ModalityUniversity of Girona10/03/2018 06:0189.8 download
#109DenseNetUVA11/20/2018 12:1589.753 download
#110Aug_64Student04/28/2019 20:1489.719 download
#111ISBI02AugBUniversity of Girona11/21/2018 16:4289.683 download
#112ISBI02AugCUniversity of Girona11/21/2018 17:3889.675 download
#113GINRIA_Model27_bis01/22/2019 06:4989.67 download
#114test01_01_PAVISistituto italiano di tecnologia (IIT)10/12/2017 05:4389.617 download
#115CNN_CRF_reader1Imaging_Lab08/27/2018 15:2589.567 download
#116Chuanhu_WTA_CCNet1Beijing University of Posts and Telecommunication05/06/2019 08:5289.559 download
#117Chuanhu_WTA_CCNet.niiBeijing University of Posts and Telecommunication05/06/2019 02:1989.559 download
#118ISBI03AugCCUniversity of Girona11/23/2018 08:5689.549 download
#119ISBI01AugCCUniversity of Girona11/23/2018 04:1789.541 download
#120deepertommyfritz03/02/2019 12:1089.273 download
#121DA02University of Girona09/26/2018 09:3289.218 download
#122IITBiomedical Imaging Lab, Indian Institute of Technlogy11/04/2016 10:0289.159 download
#123teamfritz04/29/2019 12:3089.086 download
#124DA01University of Girona09/24/2018 06:3989.066 download
#125testStudent01/14/2019 20:2388.913 download
#126GINRIA_Model0311/17/2018 10:4988.902 download
#127TrainGenTestOrgUniversity of Girona11/15/2018 04:0588.87 download
#128test01_01_DEEPU_resize2Student01/14/2019 21:0288.85 download
#129unet_2Student01/14/2019 21:0088.85 download
#130deep_unetStudent01/14/2019 20:3888.817 download
#131ranger_native_withStruct_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0488.8 download
#132MSMETRIXicometrix11/04/2016 11:2288.744 download
#133ORG03University of Girona09/27/2018 08:2188.673 download
#134ISBI05AugCCUniversity of Girona11/23/2018 08:3888.663 download
#135ranger_native_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5688.624 download
#136ORG02University of Girona09/26/2018 09:1888.617 download
#137testdatagenUniversity of Girona09/16/2018 09:5688.567 download
#138dl_reader1Imaging_Lab05/16/2018 10:5188.527 download
#139densyfritz04/29/2019 13:3588.478 download
#140unet_reader1_flair_only_ppBioclinica05/15/2018 18:5988.476 download
#141lToadsImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:2888.465 download
#142densy2fritz04/29/2019 14:3888.433 download
#143ranger_native_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.426 download
#144finchfritz04/30/2019 04:4788.425 download
#1453Student04/26/2019 00:0488.41 download
#1462Student04/25/2019 23:5688.41 download
#1471Student04/25/2019 23:4888.41 download
#148CNN_reader2Bioclinica05/16/2018 01:3488.404 download
#149ranger_native_nopd_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:2788.364 download
#150ranger_native_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0388.343 download
#151ranger_native_nopd_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3588.335 download
#152ranger_native_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5588.272 download
#153ArchiveJohns Hopkins Bloomberg School of Public Health11/27/2018 18:2888.272 download
#15464_2Student05/05/2019 22:3288.217 download
#155DA04University of Girona09/27/2018 08:5488.139 download
#156dl_lth_reader1Imaging_Lab05/16/2018 16:0588.131 download
#157ranger_native_nopd_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3488.123 download
#158Mediaire_Lesion_test_20180906mediaire/development09/06/2018 11:2888.08 download
#159MSMETRIXicometrix05/19/2016 12:1188.068 download
#160ranger_native_nopd_filtered_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.039 download
#161ORG05University of Girona09/27/2018 09:0188.022 download
#162CMICTranslational Imaging Group, CMIC, UCL11/04/2016 09:3288.009 download
#163MORFImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:3787.917 download
#164LesionChallengeTest_20181003DKFZ10/03/2018 07:1587.829 download
#165DA03University of Girona09/27/2018 08:3787.811 download
#166testdata_kulKU Leuven10/14/2016 16:1587.748 download
#167unet_reader1_flair_onlyBioclinica05/12/2018 14:3087.747 download
#168MIMoSA_PSUPenn09/19/2017 10:1587.715 download
#16932Student04/29/2019 02:2887.708 download
#170testDTU03/19/2019 03:1487.699 download
#171ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia09/09/2017 14:1387.69 download
#172ORG01University of Girona09/24/2018 06:3287.613 download
#173MIMoSA_SUPenn09/12/2017 16:2287.57 download
#174MIMoSA_1UPenn09/12/2017 16:2387.479 download
#175MIMoSA_2UPenn09/12/2017 16:2387.398 download
#176TIG-BFTranslational Imaging Group, CMIC, UCL11/04/2016 11:5487.376 download
#177GINRIA_Model2011/17/2018 11:5687.366 download
#178GINRIA_Model0102/20/2018 04:5287.31 download
#179unet_reader_1_no_valBioclinica05/14/2018 18:1887.303 download
#180unet_reader2_flair_onlyBioclinica05/12/2018 14:4987.242 download
#181predicted_masks_niiblah05/11/2018 22:4487.242 download
#182unet_reader_2_no_valBioclinica05/14/2018 23:2887.15 download
#183CRLComputational Radiology Laboratory, Boston Children's Hospital11/04/2016 09:4187.017 download
#184unet_readers_1_and_2_separate_flair_onlyBioclinica05/14/2018 01:5086.965 download
#185DIAGDiagnostic Image Analysis Group, Radboud University Medical Center11/04/2016 09:4986.916 download
#186test1Beijing University of Posts and Telecommunications04/28/2019 02:1286.903 download
#187unet_readers_1_and_2_flair_onlyBioclinica05/12/2018 21:4986.578 download
#188DA05University of Girona09/27/2018 09:0786.506 download
#189TIGTranslational Imaging Group, CMIC, UCL11/04/2016 11:3886.436 download
#190mediaire_v2mediaire/development02/14/2019 10:1586.112 download
#191VISAGES3VisAGeS, INRIA11/04/2016 12:4386.068 download
#192ORG04University of Girona09/27/2018 08:4685.974 download
#193tommy_denserfritz04/29/2019 06:4885.271 download
#194uva_testUVA08/16/2018 22:5884.727 download
#195BAUMIPVisAGeS, INRIA11/04/2016 09:2384.14 download