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
#1embVanderbilt University12/12/2019 16:4093.358 download
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#7vandy_submissionVanderbilt University03/03/2019 15:0793.21 download
#8focal_l2_diceVanderbilt University12/08/2019 23:0693.208 download
#9pred_expVanderbilt University05/14/2019 23:1193.189 download
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#283bestlastmanycoins_in_alls_3pasBitcoin University02/24/2020 20:0991.428 download
#284GTL0802LaBRI03/29/2020 07:0691.427 download
#285output_10_24_16_46University10/24/2019 16:4791.409 download
#286emBeijing University of Posts and Telecommunications04/07/2020 03:2791.408 download
#2873DUNetBeijing University of Posts and Telecommunication10/18/2019 13:2991.387 download
#2883DUNetBeijing University of Posts and Telecommunication10/18/2019 13:2491.386 download
#289manycoinsBitcoin University02/16/2020 15:1891.381 download
#290ArchiveTUM05/25/2020 03:0891.372 download
#2913x3x3MSOPXXandISBIfinetunedISbiLaBRI02/14/2020 17:4591.358 download
#292denseUnet_4modsLaBRI03/08/2020 06:1691.344 download
#293VIC_TF_FULLUniversity of Girona, Spain05/02/2017 12:2891.331 download
#294eth_up1bitcoin11/27/2019 10:2091.32 download
#295augmented_it2LaBRI03/04/2020 10:0091.3 download
#296vtest5Vanderbilt University02/11/2019 21:4491.296 download
#297two_stage_ohnm_fMIPT06/23/2020 09:2191.29 download
#298NewGenAllUniversity of Girona11/21/2018 13:1091.277 download
#299MIPLAB_v3Department of Electrical Engineering, Tel-Aviv University08/13/2016 17:2691.267 download
#300Chuanhu_WATBeijing University of Posts and Telecommunication06/07/2019 11:0691.261 download
#301DeepTommyfritz02/15/2019 06:3191.249 download
#302augmanted_big_lesionsLaBRI03/03/2020 09:0991.246 download
#3033x3xMSOPXXandISBILaBRI02/14/2020 12:5191.235 download
#304eth_dropbitcoin11/27/2019 04:4691.231 download
#3052dDAfinetunedGTL0802v2LaBRI03/27/2020 06:5991.222 download
#306output_10_26_9_41University10/26/2019 09:4191.218 download
#307output_01University10/22/2019 10:1991.218 download
#308qwertz11mediri06/03/2020 04:2491.211 download
#309ISBIAllAugCCUniversity of Girona11/27/2018 10:2391.206 download
#310volbrain_thenmsopxx_thenisbiLaBRI02/27/2020 11:4191.201 download
#311one_stageMIPT03/13/2020 03:5791.191 download
#312two_stage_ohnm_gfMIPT06/23/2020 10:1191.185 download
#313augmented_gan_4_preprocessedLaBRI03/27/2020 14:0691.183 download
#31427_96_ISBILaBRI02/16/2020 03:3491.165 download
#315vtest4Vanderbilt University02/11/2019 21:2391.159 download
#316tir_2neig_slicesLaBRI05/12/2020 06:4091.134 download
#317qwertz17mediri06/06/2020 02:0891.13 download
#318volbrain_then_msoppxLaBRI02/27/2020 04:0291.117 download
#319CNet2Beijing University of Posts and Telecommunication05/08/2019 05:2291.088 download
#320qwertz16mediri06/06/2020 01:4391.071 download
#321t2195OSU04/22/2020 20:4691.053 download
#322augmented2modswithisbi_isbipreprocessLaBRI03/11/2020 09:0791.049 download
#323t219OSU04/22/2020 00:2691.038 download
#324predTechnical University of Munich04/26/2020 06:5291.035 download
#325volbrinTrain_finetunedIsbiLaBRI02/25/2020 17:5891.035 download
#326udgvicorob_4modUniversity of Girona, Spain04/24/2019 11:3791.019 download
#327miac_resultsCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel12/09/2016 15:2291.011 download
#32827_96_volbrain_fintuneISBILaBRI02/19/2020 06:0091.01 download
#329testpim PIM Research Center, France09/04/2019 18:2991.002 download
#330output_10_26_9_26University10/26/2019 09:2690.996 download
#331augmantedLaBRI03/02/2020 03:3590.982 download
#332IMAGINE2Boston Children's Hospital05/14/2018 11:3490.981 download
#333output_10_24_16_38University10/24/2019 16:3890.974 download
#334vtest8Vanderbilt University02/12/2019 01:2490.962 download
#335generate_lesionLaBRI02/19/2020 11:4890.957 download
#336two_stage_ohnmMIPT06/23/2020 09:1990.954 download
#337qwertz18mediri06/06/2020 02:4390.952 download
#338Isbi_nomixupLaBRI02/25/2020 18:0890.948 download
#339WTA_V2Beijing University of Posts and Telecommunications04/28/2019 06:4290.944 download
#340DeepTommy2fritz02/15/2019 08:2390.933 download
#341qwertz15mediri06/06/2020 01:2690.926 download
#342predTechnical University of Munich04/26/2020 07:0790.907 download
#343vtest7Vanderbilt University02/12/2019 01:0990.903 download
#344no_t1_7_epochImaging_Lab09/11/2018 20:4190.887 download
#345unetGN8Cornell University11/17/2019 02:1790.877 download
#346qwertz19mediri06/07/2020 03:2490.846 download
#347predTechnical University of Munich04/30/2020 04:1990.839 download
#348filteredMIPT03/13/2020 06:0390.828 download
#349seg_5University10/21/2019 23:2090.816 download
#350p5r3OSU04/22/2020 01:2090.814 download
#351t218OSU04/22/2020 00:4790.814 download
#352AE4outISBItrainLaBRI02/11/2020 13:0490.812 download
#353qwertz09mediri06/03/2020 01:5890.801 download
#354vtest6Vanderbilt University02/12/2019 00:0990.781 download
#355eth_upbitcoin11/27/2019 06:4590.771 download
#356NIC_VICOROB_rater2University of Girona, Spain02/22/2017 10:5990.729 download
#357GINRIA_Model0211/17/2018 10:4890.714 download
#358two_stage_ohnm_gf5MIPT06/23/2020 16:2690.711 download
#359PVG1Centre For Intelligent Machines, McGill University11/04/2016 11:2990.698 download
#360qwertz20mediri06/07/2020 03:5490.671 download
#361output_segCornell University11/15/2019 04:1490.629 download
#362testpim PIM Research Center, France09/05/2019 04:1490.624 download
#363GINRIA_Model0302/27/2018 08:3590.615 download
#364vallina_unet_unionCornell University11/15/2019 04:5090.611 download
#365CNet2Beijing University of Posts and Telecommunication05/08/2019 21:2690.599 download
#366Siemens_i3mSiemens Healthineers04/15/2020 11:4390.591 download
#367t217OSU04/22/2020 02:1590.574 download
#368ENIS_ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia04/24/2017 04:4590.572 download
#369best_predictionsTechnical University of Munich12/01/2019 09:5990.57 download
#370vtest3Vanderbilt University02/11/2019 16:5390.549 download
#371isbi_with_lesiongeneratorLaBRI02/22/2020 03:4090.532 download
#372output_10_26_9_05University10/26/2019 09:0590.51 download
#373pred_newTechnical University of Munich11/30/2019 11:2790.475 download
#374assemblynet_uncertaintyLaBRI04/22/2020 15:4890.463 download
#375unetNorthwestern Polytechnical University01/18/2020 06:3690.443 download
#376resNorthwestern Polytechnical University01/06/2020 21:2790.443 download
#37727_96_volbrainLaBRI02/19/2020 06:3090.383 download
#378BTC_learning0.99Bitcoin University02/16/2020 02:1290.362 download
#379GINRIA_Model2701/22/2019 06:2190.358 download
#380test01_01_nicvicorobgenUniversity of Girona09/16/2018 10:0290.333 download
#381isbi_generator_mixupLaBRI02/23/2020 05:3890.33 download
#382VICOROB_OSL_03_01University of Girona, Spain04/30/2018 11:2990.327 download
#383FLAIR_PD_7_epochImaging_Lab09/27/2018 20:0190.324 download
#384vtest1Vanderbilt University02/11/2019 02:3490.313 download
#3855x5x5_809080_MSOPXXLaBRI02/11/2020 04:2690.299 download
#386avg0.5Cornell University04/21/2020 02:3490.297 download
#387IMIInstitute of Medical Informatics, University of Lübeck11/04/2016 10:1890.283 download
#388testpim03002 PIM Research Center, France09/03/2019 09:1990.27 download
#389BTC_learningBitcoin University02/15/2020 22:5990.25 download
#390t216OSU04/22/2020 02:1890.249 download
#391testingResultsUS Naval Academy12/04/2018 18:5990.241 download
#392vtest2Vanderbilt University02/11/2019 14:0990.227 download
#393resNorthwestern Polytechnical University01/18/2020 07:0290.208 download
#394predictionsMIPT03/12/2020 11:5090.201 download
#3955x5x5_809080_MSOPXX_fintuned_ISBItrainLaBRI02/12/2020 06:3290.199 download
#396qwertz06mediri06/01/2020 04:5490.191 download
#397t0.9Emory04/21/2020 12:0990.186 download
#398GINRIA_Model27_bis01/21/2019 16:4790.179 download
#399seg_6University10/22/2019 09:5290.173 download
#400ATMSEcole Nationale d'Ingénieurs de Sfax09/11/2016 11:5990.17 download
#4010422p3_0.99OSU04/23/2020 00:1590.156 download
#402unetNorthwestern Polytechnical University01/19/2020 09:4590.149 download
#403AE4outMS0LaBRI02/12/2020 08:4890.144 download
#4045X5X5_MS_OPXXLaBRI02/12/2020 09:4190.136 download
#405GINRIA_Model2512/13/2018 11:3490.103 download
#406modmdgCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/22/2017 11:3190.084 download
#407t0.8Emory04/21/2020 12:2290.079 download
#408test_MIPLAB_v2Dept of Biomedical Engineering, Tel-Aviv University06/12/2016 02:2790.07 download
#409ISBI02AugCCUniversity of Girona11/22/2018 09:5090.045 download
#410qwertz22mediri06/10/2020 07:5990.036 download
#411AE4outISBItrain_postprocessLaBRI02/12/2020 11:3190.03 download
#412output_10_24_16_25University10/24/2019 16:2690.029 download
#413output_10_26_9_17University10/26/2019 09:1790.023 download
#414pred_submissionBioclinica08/24/2018 20:0490.021 download
#415GINRIA_Model27orig01/21/2019 14:0090.02 download
#4160424p3_0.99OSU05/07/2020 16:4390.017 download
#417FLAIR_only_7_epochImaging_Lab09/27/2018 19:5790.006 download
#418qwertz10mediri06/03/2020 02:5789.995 download
#419reconAEonVolbrain_finetuneMSOfreezLaBRI02/11/2020 05:1889.933 download
#420predictions3Technical University of Munich11/30/2019 10:5889.925 download
#421qwertz25mediri06/29/2020 03:2989.887 download
#422r1Emory04/21/2020 14:4389.868 download
#423t0.7Emory04/21/2020 12:3189.868 download
#424testdataJHU06/28/2018 14:5389.867 download
#425ISBI02AugFFUniversity of Girona11/22/2018 10:1189.855 download
#426mix_affineStudent04/01/2020 03:3789.853 download
#427mix_intStudent04/01/2020 03:0589.853 download
#428testdata_ATMS_ENISEcole Nationale d'Ingénieurs de Sfax01/12/2017 08:3589.844 download
#429trained_msoLaBRI06/15/2020 03:5789.843 download
#430qwertz05mediri06/01/2020 03:2389.833 download
#431ISBI02AugAUniversity of Girona11/21/2018 14:2989.827 download
#432test01_01_IMAGINEBoston Children's Hospital04/12/2018 12:3289.824 download
#433testdataBoston Children's Hospital04/12/2018 11:5589.824 download
#434surroundingsLaBRI03/05/2020 08:3789.81 download
#4354_mods_neighborsLaBRI03/04/2020 14:1889.81 download
#436VISAGES2VisAGeS, INRIA11/04/2016 12:0289.807 download
#437GEN4ModalityUniversity of Girona10/03/2018 06:0189.8 download
#438assemblynet_trainedonMSO_mixup_noPretrainLaBRI06/16/2020 08:5989.754 download
#439DenseNetUVA11/20/2018 12:1589.753 download
#440t215OSU04/22/2020 02:2089.738 download
#441testdata_LaBRILaBRI02/11/2020 03:2889.736 download
#442Aug_64Student04/28/2019 20:1489.719 download
#443ISBI02AugBUniversity of Girona11/21/2018 16:4289.683 download
#444ISBI02AugCUniversity of Girona11/21/2018 17:3889.675 download
#445GINRIA_Model27_bis01/22/2019 06:4989.67 download
#446mix_fixStudent06/30/2020 23:5289.62 download
#447test01_01_PAVISistituto italiano di tecnologia (IIT)10/12/2017 05:4389.617 download
#448testdataistituto italiano di tecnologia (IIT)10/12/2017 05:4089.617 download
#449MoneroBitcoin University11/28/2019 06:1589.598 download
#450pim_03_001 PIM Research Center, France09/03/2019 09:3289.591 download
#4510422p5r1OSU04/22/2020 23:4789.584 download
#452CNN_CRF_reader1Imaging_Lab08/27/2018 15:2589.567 download
#453Chuanhu_WTA_CCNet1Beijing University of Posts and Telecommunication05/06/2019 08:5289.559 download
#454Chuanhu_WTA_CCNet.niiBeijing University of Posts and Telecommunication05/06/2019 02:1989.559 download
#455ISBI03AugCCUniversity of Girona11/23/2018 08:5689.549 download
#456ISBI01AugCCUniversity of Girona11/23/2018 04:1789.541 download
#457qwertz23mediri06/15/2020 09:3689.444 download
#458Assembly_2Ddeg_nopretrainLaBRI06/16/2020 09:3889.392 download
#459qwertz21mediri06/08/2020 02:1989.389 download
#460output_10_24_15_38University10/24/2019 15:3989.371 download
#461qwertz04mediri05/30/2020 07:1189.344 download
#462copy_paste_withmixup_isbiLaBRI02/28/2020 03:0589.328 download
#463qwertz01mediri05/30/2020 05:4089.31 download
#464lastsinglecoin_dlossBitcoin University02/21/2020 15:2889.306 download
#465one_stage_ohnm_fMIPT06/21/2020 19:5189.289 download
#466Tiramisu_trainedMSOLaBRI06/15/2020 15:0689.289 download
#467deepertommyfritz03/02/2019 12:1089.273 download
#468testdataNorthwestern Polytechnical University01/02/2020 00:2389.248 download
#469bad-resolution_line116LaBRI02/11/2020 06:1489.246 download
#470unetNorthwestern Polytechnical University01/19/2020 10:0789.222 download
#471DA02University of Girona09/26/2018 09:3289.218 download
#472IITBiomedical Imaging Lab, Indian Institute of Technlogy11/04/2016 10:0289.159 download
#473smartdspXiamen University12/26/2019 05:3489.104 download
#474teamfritz04/29/2019 12:3089.086 download
#475p5_r1OSU04/22/2020 01:4489.071 download
#476DA01University of Girona09/24/2018 06:3989.066 download
#477smartdspXiamen University01/15/2020 06:5189.054 download
#478assembly_mssegLaBRI05/03/2020 10:3089.043 download
#4795x5x5_809080_MSOPXX_fintuned_ISBItrain_preprocessLaBRI02/12/2020 11:4289.027 download
#480output_10_26_10_04University10/26/2019 10:0589.024 download
#481mixStudent04/01/2020 02:5588.979 download
#482curruculum_onisbi_testLaBRI06/13/2020 07:3088.971 download
#483one_stage_ohnmMIPT06/21/2020 19:4588.905 download
#484GINRIA_Model0311/17/2018 10:4988.902 download
#485seg_1University10/15/2019 09:1488.872 download
#486TrainGenTestOrgUniversity of Girona11/15/2018 04:0588.87 download
#487test01_01_DEEPU_resize2Student01/14/2019 21:0288.85 download
#488unet_2Student01/14/2019 21:0088.85 download
#489deep_unetStudent01/14/2019 20:3888.817 download
#490ranger_native_withStruct_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0488.8 download
#491multi_input11Student06/30/2020 22:1888.788 download
#492assemblynet_trainedonmsseg_2mLaBRI05/01/2020 14:3388.781 download
#493qwertz24mediri06/29/2020 02:3088.763 download
#494multi_input10Student06/30/2020 02:2688.761 download
#495multi_input9Student06/30/2020 02:1688.761 download
#496multi_input7Student06/30/2020 01:5688.761 download
#497MSMETRIXicometrix11/04/2016 11:2288.744 download
#498ORG03University of Girona09/27/2018 08:2188.673 download
#499ISBI05AugCCUniversity of Girona11/23/2018 08:3888.663 download
#500multi_input8Student06/30/2020 02:0788.659 download
#501ranger_native_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5688.624 download
#502ORG02University of Girona09/26/2018 09:1888.617 download
#503testdataNorthwestern Polytechnical University03/04/2020 00:4388.577 download
#504testdatagenUniversity of Girona09/16/2018 09:5688.567 download
#505multi_input6Student06/30/2020 01:0288.543 download
#506multi_input5Student06/29/2020 22:4088.543 download
#507multi_input4Student06/29/2020 22:0688.543 download
#508multi_input3Student06/29/2020 22:0188.543 download
#509multi_inputStudent06/29/2020 20:5788.543 download
#510dl_reader1Imaging_Lab05/16/2018 10:5188.527 download
#511multi_input2Student06/29/2020 21:4188.498 download
#512densyfritz04/29/2019 13:3588.478 download
#513unet_reader1_flair_only_ppBioclinica05/15/2018 18:5988.476 download
#514lToadsImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:2888.465 download
#515seg_3University10/21/2019 11:3188.433 download
#516densy2fritz04/29/2019 14:3888.433 download
#517ranger_native_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.426 download
#518finchfritz04/30/2019 04:4788.425 download
#5193Student06/03/2019 19:5888.41 download
#5202Student04/25/2019 23:5688.41 download
#5211Student04/25/2019 23:4888.41 download
#522CNN_reader2Bioclinica05/16/2018 01:3488.404 download
#523ranger_native_nopd_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:2788.364 download
#524ranger_native_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0388.343 download
#525da_gdlLaBRI04/01/2020 05:1388.338 download
#526ranger_native_nopd_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3588.335 download
#527ranger_native_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5588.272 download
#528test01_01_zengwhXiamen University09/08/2019 04:1688.255 download
#529test_dataXiamen University09/08/2019 04:1488.255 download
#53064_2Student05/05/2019 22:3288.217 download
#531origStudent07/07/2019 23:5888.176 download
#532seg_4University10/21/2019 21:0088.139 download
#533DA04University of Girona09/27/2018 08:5488.139 download
#534dl_lth_reader1Imaging_Lab05/16/2018 16:0588.131 download
#535ranger_native_nopd_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3488.123 download
#536seg_2University10/15/2019 22:5788.084 download
#537Mediaire_Lesion_test_20180906mediaire/development09/06/2018 11:2888.08 download
#538MSMETRIXicometrix05/19/2016 12:1188.068 download
#539ranger_native_nopd_filtered_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.039 download
#540ORG05University of Girona09/27/2018 09:0188.022 download
#541CMICTranslational Imaging Group, CMIC, UCL11/04/2016 09:3288.009 download
#542qwertz27mediri06/29/2020 08:1888 download
#543p5_r3OSU04/22/2020 01:5087.971 download
#544qwertz02mediri05/30/2020 05:5987.963 download
#545MORFImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:3787.917 download
#546mama_bazookafritz07/05/2019 18:1587.895 download
#547LesionChallengeTest_20181003DKFZ10/03/2018 07:1587.829 download
#548output_10_26_8_53University10/26/2019 08:5487.827 download
#549DA03University of Girona09/27/2018 08:3787.811 download
#550da_GJLLaBRI04/03/2020 08:0287.752 download
#551testdata_kulKU Leuven10/14/2016 16:1587.748 download
#552unet_reader1_flair_onlyBioclinica05/12/2018 14:3087.747 download
#553MIMoSA_PSUPenn09/19/2017 10:1587.715 download
#55432Student04/29/2019 02:2887.708 download
#555ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia09/09/2017 14:1387.69 download
#556ORG01University of Girona09/24/2018 06:3287.613 download
#557genlesion_volbrain_27_96LaBRI02/25/2020 06:1487.6 download
#558MIMoSA_SUPenn09/12/2017 16:2287.57 download
#559isbi_augmented_with_unet_GeneratorLaBRI02/28/2020 11:5687.536 download
#560MIMoSA_1UPenn09/12/2017 16:2387.479 download
#561MIMoSA_2UPenn09/12/2017 16:2387.398 download
#562TIG-BFTranslational Imaging Group, CMIC, UCL11/04/2016 11:5487.376 download
#563multi_output8Student07/01/2020 00:0187.371 download
#564GINRIA_Model2011/17/2018 11:5687.366 download
#565volbrain_segmentedLaBRI02/25/2020 13:1187.339 download
#566p5_r2OSU04/22/2020 01:4787.329 download
#567GINRIA_Model0102/20/2018 04:5287.31 download
#568unet_reader_1_no_valBioclinica05/14/2018 18:1887.303 download
#569EP3CONICET04/05/2020 12:2087.29 download
#570multi_output7Student06/30/2020 23:4787.273 download
#571qwertz26mediri06/29/2020 04:4987.255 download
#572unet_reader2_flair_onlyBioclinica05/12/2018 14:4987.242 download
#573predicted_masks_niiblah05/11/2018 22:4487.242 download
#57427_96_densenet_opxxiLaBRI02/16/2020 08:2987.205 download
#575nicMSlesion_on_MSSEG2016LaBRI04/29/2020 02:2687.173 download
#576unet_reader_2_no_valBioclinica05/14/2018 23:2887.15 download
#577multi_output4Student06/30/2020 22:5287.096 download
#578multi_output3Student06/30/2020 22:5187.096 download
#579multi_output2Student06/30/2020 22:3287.096 download
#580multi_output1Student06/30/2020 22:1987.096 download
#581multi_output6Student06/30/2020 23:4387.086 download
#582CRLComputational Radiology Laboratory, Boston Children's Hospital11/04/2016 09:4187.017 download
#583unet_readers_1_and_2_separate_flair_onlyBioclinica05/14/2018 01:5086.965 download
#584DIAGDiagnostic Image Analysis Group, Radboud University Medical Center11/04/2016 09:4986.916 download
#585test1Beijing University of Posts and Telecommunications04/28/2019 02:1286.903 download
#586multi_output5Student06/30/2020 23:0186.901 download
#587multi_output9Student07/01/2020 00:1786.735 download
#588mssegTrained_tirLaBRI04/29/2020 08:0486.686 download
#589MIALSFU09/17/2019 08:2786.653 download
#590unet_readers_1_and_2_flair_onlyBioclinica05/12/2018 21:4986.578 download
#591DA05University of Girona09/27/2018 09:0786.506 download
#592TIGTranslational Imaging Group, CMIC, UCL11/04/2016 11:3886.436 download
#593zilliqaBitcoin University11/28/2019 06:1286.194 download
#594deg2d_densenetLaBRI05/18/2020 10:0086.154 download
#595mediaire_v2mediaire/development02/14/2019 10:1586.112 download
#596VISAGES3VisAGeS, INRIA11/04/2016 12:4386.068 download
#597ORG04University of Girona09/27/2018 08:4685.974 download
#598daaLaBRI04/03/2020 11:1585.921 download
#599qwertz03mediri05/30/2020 06:3785.839 download
#600multi_output10Student07/01/2020 00:2685.69 download
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