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
#2embVanderbilt University12/12/2019 17:0793.352 download
#3lesion_seg_5in_3ms1Cornell University03/14/2021 17:3593.317 download
#4lesion_segCornell University01/22/2021 04:0793.315 download
#5lesion_seg_ms1Cornell University03/13/2021 21:1193.311 download
#6embVanderbilt University12/12/2019 17:3693.305 download
#7focal_l2Vanderbilt University12/08/2019 20:5893.302 download
#8lesion_seg_correctCornell University04/01/2021 03:0593.275 download
#9lel_cds_posttesting12/05/2020 05:0493.269 download
#10mrbs_cds_posttesting12/03/2020 16:3593.245 download
#11subNorthwestern Polytechnical University11/12/2020 07:4593.238 download
#12l2_3dVanderbilt University12/09/2019 22:1093.238 download
#13l2_focal_3dVanderbilt University12/09/2019 22:2493.219 download
#14vandy_submissionVanderbilt University03/03/2019 15:0793.21 download
#15graphNorthwestern Polytechnical University05/31/2021 04:1993.208 download
#16focal_l2_diceVanderbilt University12/08/2019 23:0693.208 download
#17pred_expVanderbilt University05/14/2019 23:1193.189 download
#18vandy_submission1Vanderbilt University03/03/2019 15:2793.189 download
#19nnunet_allVanderbilt University12/12/2019 16:5393.176 download
#20subNorthwestern Polytechnical University11/28/2020 09:2893.175 download
#21graph_1Northwestern Polytechnical University12/02/2020 02:0993.168 download
#22testNorthwestern Polytechnical University06/28/2020 23:5293.157 download
#23mbrs_5ins_posttesting12/02/2020 04:4693.148 download
#24One_densenet_128_555shuffle_ep100_newGDLLaBRI05/28/2020 19:5793.144 download
#25SENorthwestern Polytechnical University05/31/2021 03:3093.135 download
#26ori_focal_posttesting12/03/2020 16:1993.121 download
#27assembly_of_densenet_finetuned_LaBRI05/21/2020 16:3593.121 download
#28ori_5ins_posttesting12/02/2020 04:4893.12 download
#29lel_posttesting12/03/2020 16:1893.117 download
#30vandy_focalVanderbilt University03/17/2019 21:3093.115 download
#31vandy_diceVanderbilt University03/21/2019 10:3893.108 download
#32cds_5ins_posttesting12/01/2020 23:2393.104 download
#33One_Densenet_mixupLaBRI06/16/2020 14:5393.09 download
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#35cds_5ins_t0.5_posttesting12/02/2020 01:1593.087 download
#36vanilla_nnUNetGerman Cancer Research Center03/08/2019 04:4993.087 download
#37ori_drf_posttesting12/03/2020 16:1893.084 download
#38average_densenetsLaBRI05/20/2020 20:2393.082 download
#39FCDenseNet_5ins_ce0.1_posttesting12/01/2020 01:4093.072 download
#40graph_3Northwestern Polytechnical University12/01/2020 23:4393.061 download
#41assembly_of_densenet_finetuned_randomraterLaBRI05/20/2020 15:2393.058 download
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#43vandy_focal2Vanderbilt University02/09/2020 17:0993.044 download
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#46test_setGerman Cancer Research Center02/18/2019 09:4393.03 download
#47test_diceNorthwestern Polytechnical University07/02/2020 23:3993.022 download
#48FCDenseNet_5ins_t0.01_posttesting12/01/2020 01:4993.021 download
#49focal_3dVanderbilt University12/09/2019 22:4293.021 download
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#51testNorthwestern Polytechnical University06/29/2020 04:2293.004 download
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#62vandy_singleVanderbilt University03/22/2019 12:5392.953 download
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#616two_stage_ohnm_fMIPT06/23/2020 09:2191.29 download
#617c10214sp0005Siri04/23/2021 02:3291.277 download
#6182rats10epLaBRI07/09/2020 16:5391.277 download
#619NewGenAllUniversity of Girona11/21/2018 13:1091.277 download
#620four_unDeFi10/06/2020 03:2891.268 download
#621MIPLAB_v3Department of Electrical Engineering, Tel-Aviv University08/13/2016 17:2691.267 download
#622Chuanhu_WATBeijing University of Posts and Telecommunication06/07/2019 11:0691.261 download
#623d_i_attnetstudent12/11/2020 02:5891.257 download
#624nnet_maj2student12/01/2020 05:5291.256 download
#625DeepTommyfritz02/15/2019 06:3191.249 download
#626a0217OSU02/17/2021 14:2891.247 download
#627augmanted_big_lesionsLaBRI03/03/2020 09:0991.246 download
#6283x3xMSOPXXandISBILaBRI02/14/2020 12:5191.235 download
#629Aut_RNS_3DUnet_6student11/11/2020 01:2991.232 download
#630eth_dropbitcoin11/27/2019 04:4691.231 download
#6312dDAfinetunedGTL0802v2LaBRI03/27/2020 06:5991.222 download
#632attnet4student12/05/2020 10:2791.218 download
#633output_10_26_9_41University10/26/2019 09:4191.218 download
#634output_01University10/22/2019 10:1991.218 download
#635qwertz11mediri06/03/2020 04:2491.211 download
#636nnet_gc4student12/01/2020 06:5791.21 download
#637ISBIAllAugCCUniversity of Girona11/27/2018 10:2391.206 download
#638volbrain_thenmsopxx_thenisbiLaBRI02/27/2020 11:4191.201 download
#639one_stageMIPT03/13/2020 03:5791.191 download
#640c0212OSU02/13/2021 23:0591.189 download
#641two_stage_ohnm_gfMIPT06/23/2020 10:1191.185 download
#642augmented_gan_4_preprocessedLaBRI03/27/2020 14:0691.183 download
#643testdataGIKI07/04/2021 01:4391.17 download
#64427_96_ISBILaBRI02/16/2020 03:3491.165 download
#645vtest4Vanderbilt University02/11/2019 21:2391.159 download
#646vpoiSiri04/20/2021 00:2091.143 download
#647tir_2neig_slicesLaBRI05/12/2020 06:4091.134 download
#648qwertz17mediri06/06/2020 02:0891.13 download
#649focalbn_cor0.1Bitcoin University07/20/2020 20:5891.125 download
#650volbrain_then_msoppxLaBRI02/27/2020 04:0291.117 download
#651r2-fold1-custom-predIstanbul Tech. Uni. GIT Dept.01/18/2021 08:3991.095 download
#652nnet_gc2student12/01/2020 05:4191.088 download
#653CNet2Beijing University of Posts and Telecommunication05/08/2019 05:2291.088 download
#654test_s4_l2Brno University of Technology10/31/2020 05:3391.087 download
#655b0210OSU02/10/2021 21:3191.072 download
#656qwertz16mediri06/06/2020 01:4391.071 download
#657Aut_RNS_3DnUnetstudent11/15/2020 17:2991.066 download
#658Aut_RNS_3DUnet_75student11/12/2020 01:2991.063 download
#659m0203OSU02/05/2021 13:5291.055 download
#660t2195OSU04/22/2020 20:4691.053 download
#661augmented2modswithisbi_isbipreprocessLaBRI03/11/2020 09:0791.049 download
#662e0204OSU02/05/2021 22:0091.04 download
#663attnet2student12/05/2020 09:3491.04 download
#664t219OSU04/22/2020 00:2691.038 download
#665predTechnical University of Munich04/26/2020 06:5291.035 download
#666volbrinTrain_finetunedIsbiLaBRI02/25/2020 17:5891.035 download
#667c0204OSU02/05/2021 21:5891.032 download
#668attnet_aug_maj2student12/12/2020 12:1691.024 download
#669a0215OSU02/16/2021 02:2191.023 download
#670udgvicorob_4modUniversity of Girona, Spain04/24/2019 11:3791.019 download
#671test_s4_l0Brno University of Technology10/31/2020 05:1891.018 download
#672testWenzhou medical university04/18/2021 11:4091.016 download
#673miac_resultsCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel12/09/2016 15:2291.011 download
#674b0212OSU02/13/2021 16:4391.01 download
#67527_96_volbrain_fintuneISBILaBRI02/19/2020 06:0091.01 download
#676d0211OSU02/11/2021 15:1791.008 download
#677c0211OSU02/11/2021 15:1691.008 download
#678testpim PIM Research Center, France09/04/2019 18:2991.002 download
#679output_10_26_9_26University10/26/2019 09:2690.996 download
#680Aut_RNS_3DnUnet_3student11/15/2020 18:5190.994 download
#681augmantedLaBRI03/02/2020 03:3590.982 download
#682v0219a1gSiri04/19/2021 22:0090.981 download
#683IMAGINE2Boston Children's Hospital05/14/2018 11:3490.981 download
#684test_t4_l0Brno University of Technology10/31/2020 11:4390.979 download
#685output_10_24_16_38University10/24/2019 16:3890.974 download
#686attnet_sestudent12/07/2020 03:0790.97 download
#687Unet_augstudent12/18/2020 10:5190.963 download
#688attnet_se2student12/07/2020 03:5390.963 download
#689vtest8Vanderbilt University02/12/2019 01:2490.962 download
#690generate_lesionLaBRI02/19/2020 11:4890.957 download
#691two_stage_ohnmMIPT06/23/2020 09:1990.954 download
#692qwertz18mediri06/06/2020 02:4390.952 download
#693attnetstudent12/05/2020 09:0990.951 download
#694Isbi_nomixupLaBRI02/25/2020 18:0890.948 download
#695WTA_V2Beijing University of Posts and Telecommunications04/28/2019 06:4290.944 download
#696DeepTommy2fritz02/15/2019 08:2390.933 download
#697f0214OSU02/16/2021 20:1690.929 download
#698qwertz15mediri06/06/2020 01:2690.926 download
#699c10214sp001Siri04/23/2021 02:3190.914 download
#700predTechnical University of Munich04/26/2020 07:0790.907 download
#701GIK_TeamGIK Institute08/31/2020 04:3690.906 download
#702vtest7Vanderbilt University02/12/2019 01:0990.903 download
#703nnet_BN_maj_aug3student12/03/2020 08:2390.898 download
#704no_t1_7_epochImaging_Lab09/11/2018 20:4190.887 download
#705unetGN8Cornell University11/17/2019 02:1790.877 download
#706attnet_aug_majstudent12/12/2020 11:5690.867 download
#707Deepmedic_trained_on_ISBILaBRI06/03/2021 13:2790.866 download
#708mtans0.2_amsWenzhou medical university06/20/2021 10:1690.864 download
#709k0207OSU02/08/2021 02:2490.862 download
#710qwertz19mediri06/07/2020 03:2490.846 download
#711f0210OSU02/10/2021 23:4990.839 download
#712predTechnical University of Munich04/30/2020 04:1990.839 download
#713filteredMIPT03/13/2020 06:0390.828 download
#714nnet_BN_half_aug3student12/03/2020 04:2890.819 download
#715seg_5University10/21/2019 23:2090.816 download
#716p5r3OSU04/22/2020 01:2090.814 download
#717t218OSU04/22/2020 00:4790.814 download
#718AE4outISBItrainLaBRI02/11/2020 13:0490.812 download
#719qwertz09mediri06/03/2020 01:5890.801 download
#720v0005spSiri04/20/2021 00:0890.788 download
#721vtest6Vanderbilt University02/12/2019 00:0990.781 download
#722bmask4student12/27/2020 03:4990.777 download
#723fold1_predictionIstanbul Tech. Uni. GIT Dept.01/13/2021 12:5990.773 download
#724eth_upbitcoin11/27/2019 06:4590.771 download
#725d0205OSU02/06/2021 16:2290.769 download
#726b0207OSU02/07/2021 18:1290.758 download
#727h0214b1Siri04/20/2021 01:0590.746 download
#728r1-fold1-15jan2021Istanbul Tech. Uni. GIT Dept.01/14/2021 19:1590.731 download
#729NIC_VICOROB_rater2University of Girona, Spain02/22/2017 10:5990.729 download
#730rt2-fl15-custom-predIstanbul Tech. Uni. GIT Dept.01/19/2021 03:1990.719 download
#731GINRIA_Model0211/17/2018 10:4890.714 download
#732two_stage_ohnm_gf5MIPT06/23/2020 16:2690.711 download
#733PVG1Centre For Intelligent Machines, McGill University11/04/2016 11:2990.698 download
#734nnet_majstudent12/01/2020 05:2290.694 download
#735qwertz20mediri06/07/2020 03:5490.671 download
#736attnet3student12/05/2020 09:5090.663 download
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#738Aut_RNS_3DUnet_72student11/11/2020 15:3490.652 download
#739n0203OSU02/05/2021 13:5490.64 download
#740mtans0.2Wenzhou medical university04/21/2021 09:3490.628 download
#741testpim PIM Research Center, France09/05/2019 04:1490.624 download
#742r2-fold2-custom-predIstanbul Tech. Uni. GIT Dept.01/18/2021 06:4190.619 download
#743GINRIA_Model0302/27/2018 08:3590.615 download
#744vallina_unet_unionCornell University11/15/2019 04:5090.611 download
#745CNet2Beijing University of Posts and Telecommunication05/08/2019 21:2690.599 download
#746Siemens_i3mSiemens Healthineers04/15/2020 11:4390.591 download
#747t217OSU04/22/2020 02:1590.574 download
#748ENIS_ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia04/24/2017 04:4590.572 download
#749best_predictionsTechnical University of Munich12/01/2019 09:5990.57 download
#750r2-fl2-custom-pred-02242021Istanbul Tech. Uni. GIT Dept.02/24/2021 04:0090.562 download
#751v001spSiri04/19/2021 23:4690.557 download
#752vtest3Vanderbilt University02/11/2019 16:5390.549 download
#753isbi_with_lesiongeneratorLaBRI02/22/2020 03:4090.532 download
#754test_unet_triplanarBrno University of Technology11/19/2020 09:2990.521 download
#755output_10_26_9_05University10/26/2019 09:0590.51 download
#756pred_newTechnical University of Munich11/30/2019 11:2790.475 download
#757Aut_RNS_3DUnet_71student11/11/2020 10:0990.468 download
#758assemblynet_uncertaintyLaBRI04/22/2020 15:4890.463 download
#759resNorthwestern Polytechnical University01/06/2020 21:2790.443 download
#760Aut_RNS_3DnUnet_corstudent11/23/2020 08:0490.392 download
#761Aut_RNS_3DUnet_7student11/11/2020 09:0290.387 download
#76227_96_volbrainLaBRI02/19/2020 06:3090.383 download
#763r2-fl3-unetIstanbul Tech. Uni. GIT Dept.05/13/2021 13:1390.372 download
#764c0207OSU02/07/2021 18:1390.365 download
#765vspcSiri04/20/2021 00:2190.362 download
#766BTC_learning0.99Bitcoin University02/16/2020 02:1290.362 download
#767GINRIA_Model2701/22/2019 06:2190.358 download
#768test01_01_nicvicorobgenUniversity of Girona09/16/2018 10:0290.333 download
#769a0211OSU02/11/2021 02:5990.33 download
#770isbi_generator_mixupLaBRI02/23/2020 05:3890.33 download
#771VICOROB_OSL_03_01University of Girona, Spain04/30/2018 11:2990.327 download
#772FLAIR_PD_7_epochImaging_Lab09/27/2018 20:0190.324 download
#773r2-fold1-custom-pred-finalIstanbul Tech. Uni. GIT Dept.01/22/2021 03:4190.315 download
#774vtest1Vanderbilt University02/11/2019 02:3490.313 download
#775r1-custom-allIstanbul Tech. Uni. GIT Dept.04/07/2021 06:0090.308 download
#7765x5x5_809080_MSOPXXLaBRI02/11/2020 04:2690.299 download
#777ht2Siri02/20/2021 02:3690.297 download
#778test_validation_48_rotBrno University of Technology11/17/2020 07:5690.297 download
#779avg0.5Cornell University04/21/2020 02:3490.297 download
#780nnet_BN_half_augstudent12/03/2020 03:4990.287 download
#781Aut_RNS_3DnUnet_4student11/16/2020 05:1190.284 download
#782IMIInstitute of Medical Informatics, University of Lübeck11/04/2016 10:1890.283 download
#783testpim03002 PIM Research Center, France09/03/2019 09:1990.27 download
#784BTC_learningBitcoin University02/15/2020 22:5990.25 download
#785t216OSU04/22/2020 02:1890.249 download
#786FUMResultferdowsi university of mashhad12/16/2020 03:2490.246 download
#787testingResultsUS Naval Academy12/04/2018 18:5990.241 download
#788nnet_BN_half_aug2student12/03/2020 04:0790.233 download
#789vtest2Vanderbilt University02/11/2019 14:0990.227 download
#790resNorthwestern Polytechnical University01/18/2020 07:0290.208 download
#791predictionsMIPT03/12/2020 11:5090.201 download
#7925x5x5_809080_MSOPXX_fintuned_ISBItrainLaBRI02/12/2020 06:3290.199 download
#793qwertz06mediri06/01/2020 04:5490.191 download
#794f0205OSU02/06/2021 16:2490.189 download
#795ht3Siri02/20/2021 02:4990.186 download
#796t0.9Emory04/21/2020 12:0990.186 download
#797GINRIA_Model27_bis01/21/2019 16:4790.179 download
#798seg_6University10/22/2019 09:5290.173 download
#799ATMSEcole Nationale d'Ingénieurs de Sfax09/11/2016 11:5990.17 download
#8000422p3_0.99OSU04/23/2020 00:1590.156 download
#801b0211OSU02/11/2021 03:0190.155 download
#802e0205OSU02/06/2021 16:2390.148 download
#803AE4outMS0LaBRI02/12/2020 08:4890.144 download
#804SadeghiResultferdowsi university of mashhad12/06/2020 09:4290.136 download
#8055X5X5_MS_OPXXLaBRI02/12/2020 09:4190.136 download
#806Aut_RNS_3DnUnet_9student11/18/2020 02:3390.12 download
#807GINRIA_Model2512/13/2018 11:3490.103 download
#808modmdgCenter for medical Image Analysis & Navigation (CIAN), Department of Biomedical Engineering, University of Basel02/22/2017 11:3190.084 download
#809ht4Siri02/20/2021 02:4990.079 download
#810t0.8Emory04/21/2020 12:2290.079 download
#811test_MIPLAB_v2Dept of Biomedical Engineering, Tel-Aviv University06/12/2016 02:2790.07 download
#812ISBI02AugCCUniversity of Girona11/22/2018 09:5090.045 download
#813qwertz22mediri06/10/2020 07:5990.036 download
#814whole_dataIstanbul Tech. Uni. GIT Dept.01/13/2021 07:4290.035 download
#815k0203OSU02/05/2021 02:5790.031 download
#816AE4outISBItrain_postprocessLaBRI02/12/2020 11:3190.03 download
#817output_10_24_16_25University10/24/2019 16:2690.029 download
#818output_10_26_9_17University10/26/2019 09:1790.023 download
#819pred_submissionBioclinica08/24/2018 20:0490.021 download
#820GINRIA_Model27orig01/21/2019 14:0090.02 download
#8210424p3_0.99OSU05/07/2020 16:4390.017 download
#822Aut_RNS_3DnUnet_2student11/15/2020 18:1190.015 download
#823FLAIR_only_7_epochImaging_Lab09/27/2018 19:5790.006 download
#824qwertz10mediri06/03/2020 02:5789.995 download
#825GIK_Team_FGIK Institute12/07/2020 03:3289.988 download
#826o0203OSU02/05/2021 13:5589.979 download
#827j0207OSU02/08/2021 02:2389.976 download
#828Aut_RNS_3DUnet_73student11/11/2020 16:1589.961 download
#829GIK_Team_F1GIK Institute12/07/2020 05:3789.934 download
#830reconAEonVolbrain_finetuneMSOfreezLaBRI02/11/2020 05:1889.933 download
#831predictions3Technical University of Munich11/30/2019 10:5889.925 download
#832un_allWenzhou medical university04/23/2021 09:3589.905 download
#833qwertz25mediri06/29/2020 03:2989.887 download
#834r1Emory04/21/2020 14:4389.868 download
#835t0.7Emory04/21/2020 12:3189.868 download
#836nnnet3student11/28/2020 10:3289.867 download
#837Aut_RNS_3DnUnet_8student11/17/2020 04:0389.864 download
#838nnet_maj4student12/01/2020 06:4389.858 download
#839ISBI02AugFFUniversity of Girona11/22/2018 10:1189.855 download
#840mix_affineStudent04/01/2020 03:3789.853 download
#841mix_intStudent04/01/2020 03:0589.853 download
#842testdata_ATMS_ENISEcole Nationale d'Ingénieurs de Sfax01/12/2017 08:3589.844 download
#843trained_msoLaBRI06/15/2020 03:5789.843 download
#844qwertz05mediri06/01/2020 03:2389.833 download
#845ISBI02AugAUniversity of Girona11/21/2018 14:2989.827 download
#846test01_01_IMAGINEBoston Children's Hospital04/12/2018 12:3289.824 download
#847a0207OSU02/07/2021 18:1189.82 download
#848surroundingsLaBRI03/05/2020 08:3789.81 download
#8494_mods_neighborsLaBRI03/04/2020 14:1889.81 download
#850VISAGES2VisAGeS, INRIA11/04/2016 12:0289.807 download
#851popcornLaBRI02/02/2021 11:5589.805 download
#852GEN4ModalityUniversity of Girona10/03/2018 06:0189.8 download
#853Aut_RNS_3DUnet_43student11/12/2020 05:5289.782 download
#854baseline_all_amsWenzhou medical university07/04/2021 22:0989.774 download
#855assemblynet_trainedonMSO_mixup_noPretrainLaBRI06/16/2020 08:5989.754 download
#856DenseNetUVA11/20/2018 12:1589.753 download
#857r1-fold1-dilated-agIstanbul Tech. Uni. GIT Dept.01/18/2021 04:2889.74 download
#858Aut_RNS_3DUnetstudent11/04/2020 04:0289.738 download
#859t215OSU04/22/2020 02:2089.738 download
#860testdata_LaBRILaBRI02/11/2020 03:2889.736 download
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#862Aug_64Student04/28/2019 20:1489.719 download
#863Aut_RNS_3DnUnet_13student11/18/2020 05:4189.703 download
#864ISBI02AugBUniversity of Girona11/21/2018 16:4289.683 download
#865ISBI02AugCUniversity of Girona11/21/2018 17:3889.675 download
#866GINRIA_Model27_bis01/22/2019 06:4989.67 download
#867unet0.2_amsWenzhou medical university06/20/2021 10:4789.646 download
#868test_48rot_high_thresholdBrno University of Technology01/07/2021 06:4389.643 download
#869mix_fixStudent06/30/2020 23:5289.62 download
#870test01_01_PAVISistituto italiano di tecnologia (IIT)10/12/2017 05:4389.617 download
#871test01_01_AIMLAB_SegmGIKI06/06/2021 23:5189.6 download
#872MoneroBitcoin University11/28/2019 06:1589.598 download
#873r2-fld4-custom-predIstanbul Tech. Uni. GIT Dept.01/23/2021 15:2589.592 download
#874pim_03_001 PIM Research Center, France09/03/2019 09:3289.591 download
#875ituIstanbul Tech. Uni. GIT Dept.01/13/2021 03:3189.587 download
#8760422p5r1OSU04/22/2020 23:4789.584 download
#877CNN_CRF_reader1Imaging_Lab08/27/2018 15:2589.567 download
#878Chuanhu_WTA_CCNet1Beijing University of Posts and Telecommunication05/06/2019 08:5289.559 download
#879Chuanhu_WTA_CCNet.niiBeijing University of Posts and Telecommunication05/06/2019 02:1989.559 download
#880ISBI03AugCCUniversity of Girona11/23/2018 08:5689.549 download
#881ISBI01AugCCUniversity of Girona11/23/2018 04:1789.541 download
#882b0204OSU02/05/2021 21:5789.526 download
#883test_new_validationBrno University of Technology11/19/2020 05:5889.52 download
#884f20210OSU02/10/2021 21:3289.512 download
#885r2-fl3-fpn-predIstanbul Tech. Uni. GIT Dept.01/23/2021 12:4489.498 download
#886Aut_RNS_3DnUnet_5student11/16/2020 17:1789.483 download
#887popcorn_unlabledLaBRI02/02/2021 11:1889.454 download
#888qwertz23mediri06/15/2020 09:3689.444 download
#889v003spSiri04/19/2021 23:4589.426 download
#890l0203OSU02/05/2021 03:3189.425 download
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#892Aut_RNS_3DnUnet_7student11/17/2020 03:1289.405 download
#893Assembly_2Ddeg_nopretrainLaBRI06/16/2020 09:3889.392 download
#894qwertz21mediri06/08/2020 02:1989.389 download
#895mtan0.2_amsWenzhou medical university06/20/2021 10:4889.388 download
#896Aut_RNS_3DnUnet_10student11/18/2020 03:4489.388 download
#897output_10_24_15_38University10/24/2019 15:3989.371 download
#898qwertz04mediri05/30/2020 07:1189.344 download
#899uamt0.2_amsWenzhou medical university06/20/2021 10:4689.334 download
#900copy_paste_withmixup_isbiLaBRI02/28/2020 03:0589.328 download
#901test_48_triplanarBrno University of Technology01/07/2021 04:2989.32 download
#902qwertz01mediri05/30/2020 05:4089.31 download
#903lastsinglecoin_dlossBitcoin University02/21/2020 15:2889.306 download
#904one_stage_ohnm_fMIPT06/21/2020 19:5189.289 download
#905Tiramisu_trainedMSOLaBRI06/15/2020 15:0689.289 download
#906Aut_RNS_3Daustudent11/19/2020 17:0689.285 download
#907j0203OSU02/05/2021 02:4189.277 download
#908deepertommyfritz03/02/2019 12:1089.273 download
#909bad-resolution_line116LaBRI02/11/2020 06:1489.246 download
#910DA02University of Girona09/26/2018 09:3289.218 download
#911Aut_RNS_3DnUnet_6student11/17/2020 02:3289.202 download
#912Aut_RNS_3DnUnet_high_fstudent11/19/2020 02:2589.187 download
#913fold3Istanbul Tech. Uni. GIT Dept.01/13/2021 10:5389.174 download
#914mtan0.2Wenzhou medical university04/21/2021 11:1689.171 download
#915sassnet0.2_amsWenzhou medical university06/20/2021 10:3489.16 download
#916IITBiomedical Imaging Lab, Indian Institute of Technlogy11/04/2016 10:0289.159 download
#917v0030214cSiri04/20/2021 15:3489.156 download
#918Aut_RNS_3DnUnet_11student11/18/2020 04:3889.135 download
#9193d_unet_reviseNew York University05/12/2021 08:2689.125 download
#920sa0.2Wenzhou medical university04/21/2021 10:5089.122 download
#921smartdspXiamen University12/26/2019 05:3489.104 download
#922teamfritz04/29/2019 12:3089.086 download
#923p5_r1OSU04/22/2020 01:4489.071 download
#924b10214sp001Siri04/23/2021 02:2989.07 download
#925DA01University of Girona09/24/2018 06:3989.066 download
#926ua0.2_1Wenzhou medical university04/25/2021 20:0989.065 download
#927smartdspXiamen University01/15/2020 06:5189.054 download
#928assembly_mssegLaBRI05/03/2020 10:3089.043 download
#9295x5x5_809080_MSOPXX_fintuned_ISBItrain_preprocessLaBRI02/12/2020 11:4289.027 download
#930output_10_26_10_04University10/26/2019 10:0589.024 download
#931mixStudent04/01/2020 02:5588.979 download
#932test01_01_AIMLAB_SegmGIKI06/13/2021 11:4688.977 download
#933curruculum_onisbi_testLaBRI06/13/2020 07:3088.971 download
#934g0203OSU02/05/2021 03:3388.953 download
#935Aut_RNS_3DnUnet_high_f_resizestudent11/19/2020 14:2588.951 download
#936mt0.2_amsWenzhou medical university06/20/2021 10:4588.922 download
#937fold1-11-con-predIstanbul Tech. Uni. GIT Dept.01/15/2021 13:0288.919 download
#938100-dilated-concenciusIstanbul Tech. Uni. GIT Dept.01/14/2021 14:2988.907 download
#939one_stage_ohnmMIPT06/21/2020 19:4588.905 download
#940GINRIA_Model0311/17/2018 10:4988.902 download
#941Aut_RNS_3Dau_resizestudent11/20/2020 03:2088.872 download
#942seg_1University10/15/2019 09:1488.872 download
#943TrainGenTestOrgUniversity of Girona11/15/2018 04:0588.87 download
#944test01_01_DEEPU_resize2Student01/14/2019 21:0288.85 download
#945combined2Student02/17/2021 22:5388.835 download
#946deep_unetStudent01/14/2019 20:3888.817 download
#947r2-fold1-fpn-predIstanbul Tech. Uni. GIT Dept.01/18/2021 14:3388.808 download
#948ranger_native_withStruct_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0488.8 download
#949multi_input11Student06/30/2020 22:1888.788 download
#950assemblynet_trainedonmsseg_2mLaBRI05/01/2020 14:3388.781 download
#951qwertz24mediri06/29/2020 02:3088.763 download
#952multi_input10Student06/30/2020 02:2688.761 download
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#955MSMETRIXicometrix11/04/2016 11:2288.744 download
#956add3Student02/17/2021 22:3688.68 download
#957ORG03University of Girona09/27/2018 08:2188.673 download
#958a0204OSU02/05/2021 21:5688.665 download
#959ISBI05AugCCUniversity of Girona11/23/2018 08:3888.663 download
#960multi_input8Student06/30/2020 02:0788.659 download
#961ranger_native_smoothed_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5688.624 download
#962ORG02University of Girona09/26/2018 09:1888.617 download
#963fold5-predictionIstanbul Tech. Uni. GIT Dept.01/13/2021 15:0688.613 download
#964b0215OSU02/16/2021 15:2588.604 download
#965mix_lastStudent02/17/2021 22:1488.567 download
#966testdatagenUniversity of Girona09/16/2018 09:5688.567 download
#967un0.2Wenzhou medical university04/21/2021 09:4288.548 download
#968multi_input6Student06/30/2020 01:0288.543 download
#969multi_input5Student06/29/2020 22:4088.543 download
#970multi_input4Student06/29/2020 22:0688.543 download
#971multi_input3Student06/29/2020 22:0188.543 download
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#973dl_reader1Imaging_Lab05/16/2018 10:5188.527 download
#974multi_input2Student06/29/2020 21:4188.498 download
#975TestResult2Ferdowsi University of Mashhad02/28/2021 09:3388.495 download
#976TestResultFerdowsi University of Mashhad02/28/2021 09:1288.492 download
#977unet_0.2_ams2Wenzhou medical university07/04/2021 20:2988.48 download
#978FUMFerdowsi University of Mashhad02/13/2021 15:3388.478 download
#979densyfritz04/29/2019 13:3588.478 download
#980unet_reader1_flair_only_ppBioclinica05/15/2018 18:5988.476 download
#981lToadsImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:2888.465 download
#982ht1Siri02/20/2021 02:3488.464 download
#983itu_git_msIstanbul Technical University, Turkey01/12/2021 17:4888.46 download
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#985TestResult3Ms Student02/28/2021 10:0288.439 download
#986seg_3University10/21/2019 11:3188.433 download
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#988ranger_native_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.426 download
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#994CNN_reader2Bioclinica05/16/2018 01:3488.404 download
#99599-dilated-whole-dataIstanbul Tech. Uni. GIT Dept.01/14/2021 11:3188.364 download
#996ranger_native_nopd_filtered_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:2788.364 download
#997h0203OSU02/05/2021 03:3588.35 download
#998ranger_native_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:0388.343 download
#999da_gdlLaBRI04/01/2020 05:1388.338 download
#1000ranger_native_nopd_withStruct_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3588.335 download
#1001onlywhiteStudent08/30/2020 20:5588.329 download
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#1003ua0.2Wenzhou medical university04/21/2021 10:5888.301 download
#1004f12014Siri04/22/2021 23:3988.289 download
#1005ranger_native_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5588.272 download
#1006test01_01_zengwhXiamen University09/08/2019 04:1688.255 download
#1007test_dataXiamen University09/08/2019 04:1488.255 download
#100864_2Student05/05/2019 22:3288.217 download
#1009mt0.2Wenzhou medical university04/21/2021 11:0788.183 download
#1010origStudent07/07/2019 23:5888.176 download
#1011Aut_RNS_3DUnet_2student11/04/2020 06:4988.148 download
#1012seg_4University10/21/2019 21:0088.139 download
#1013DA04University of Girona09/27/2018 08:5488.139 download
#1014dl_lth_reader1Imaging_Lab05/16/2018 16:0588.131 download
#1015ranger_native_nopd_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:3488.123 download
#1016Unet_aug3student12/18/2020 11:0188.119 download
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#1018seg_2University10/15/2019 22:5788.084 download
#1019Mediaire_Lesion_test_20180906mediaire/development09/06/2018 11:2888.08 download
#1020MSMETRIXicometrix05/19/2016 12:1188.068 download
#1021f10214sp0005Siri04/23/2021 00:1288.062 download
#1022ranger_native_nopd_filtered_predJohns Hopkins Bloomberg School of Public Health12/22/2018 14:5888.039 download
#1023LPA_binarytesting11/25/2020 22:3188.037 download
#10243d_unet_atten_en_decoderNew York University05/12/2021 08:2788.026 download
#1025ORG05University of Girona09/27/2018 09:0188.022 download
#1026CMICTranslational Imaging Group, CMIC, UCL11/04/2016 09:3288.009 download
#1027qwertz27mediri06/29/2020 08:1888 download
#1028p5_r3OSU04/22/2020 01:5087.971 download
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#1032v005spSiri04/19/2021 23:1687.958 download
#1033qwertz28mediri09/01/2020 02:4887.947 download
#1034fold1-r12-predIstanbul Tech. Uni. GIT Dept.01/16/2021 13:4187.936 download
#1035add2Student02/17/2021 22:2487.934 download
#1036MORFImage Analysis and Communications Laboratory, Johns Hopkins University11/04/2016 10:3787.917 download
#1037mama_bazookafritz07/05/2019 18:1587.895 download
#1038f10214sp001Siri04/23/2021 00:1187.837 download
#1039LesionChallengeTest_20181003DKFZ10/03/2018 07:1587.829 download
#1040output_10_26_8_53University10/26/2019 08:5487.827 download
#1041DA03University of Girona09/27/2018 08:3787.811 download
#1042da_GJLLaBRI04/03/2020 08:0287.752 download
#1043testdata_kulKU Leuven10/14/2016 16:1587.748 download
#1044unet_reader1_flair_onlyBioclinica05/12/2018 14:3087.747 download
#1045f0204OSU02/05/2021 22:0187.729 download
#1046MIMoSA_PSUPenn09/19/2017 10:1587.715 download
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#1048ssl_jigsawStudent07/21/2020 22:5287.701 download
#1049ATMSAdvanced Technologies For Medicine and Signals,ENIS, Sfax,Tunisia09/09/2017 14:1387.69 download
#1050ORG01University of Girona09/24/2018 06:3287.613 download
#1051genlesion_volbrain_27_96LaBRI02/25/2020 06:1487.6 download
#1052MIMoSA_SUPenn09/12/2017 16:2287.57 download
#1053isbi_augmented_with_unet_GeneratorLaBRI02/28/2020 11:5687.536 download
#1054MIMoSA_1UPenn09/12/2017 16:2387.479 download
#10553d_unet_atten_encoderNew York University05/12/2021 08:2787.445 download
#1056MIMoSA_2UPenn09/12/2017 16:2387.398 download
#1057TIG-BFTranslational Imaging Group, CMIC, UCL11/04/2016 11:5487.376 download
#1058multi_output8Student07/01/2020 00:0187.371 download
#1059GINRIA_Model2011/17/2018 11:5687.366 download
#1060LSTSubmissionDTU10/01/2020 05:5187.353 download
#1061deepmedic_trained_on_mssegLaBRI06/04/2021 05:1887.344 download
#1062volbrain_segmentedLaBRI02/25/2020 13:1187.339 download
#1063p5_r2OSU04/22/2020 01:4787.329 download
#1064GINRIA_Model0102/20/2018 04:5287.31 download
#1065unet_reader_1_no_valBioclinica05/14/2018 18:1887.303 download
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#1069qwertz26mediri06/29/2020 04:4987.255 download
#1070unet_reader2_flair_onlyBioclinica05/12/2018 14:4987.242 download
#1071predicted_masks_niiblah05/11/2018 22:4487.242 download
#107227_96_densenet_opxxiLaBRI02/16/2020 08:2987.205 download
#1073test01_01_AIMLABMaster Student04/02/2021 07:5787.193 download
#1074f12014sp003Siri04/22/2021 23:4387.181 download
#1075nicMSlesion_on_MSSEG2016LaBRI04/29/2020 02:2687.173 download
#1076unet_reader_2_no_valBioclinica05/14/2018 23:2887.15 download
#1077multi_output4Student06/30/2020 22:5287.096 download
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#1081Aut_RNS_3DUnet_3student11/04/2020 07:3887.094 download
#1082multi_output6Student06/30/2020 23:4387.086 download
#1083CRLComputational Radiology Laboratory, Boston Children's Hospital11/04/2016 09:4187.017 download
#1084attention_gate_reviseNew York University05/12/2021 05:3686.982 download
#1085unet_readers_1_and_2_separate_flair_onlyBioclinica05/14/2018 01:5086.965 download
#1086context_modalityStudent02/02/2021 20:2386.95 download
#1087f12014sp005Siri04/22/2021 23:4186.932 download
#1088DIAGDiagnostic Image Analysis Group, Radboud University Medical Center11/04/2016 09:4986.916 download
#1089modalityStudent02/02/2021 20:3386.905 download
#1090test1Beijing University of Posts and Telecommunications04/28/2019 02:1286.903 download
#1091multi_output5Student06/30/2020 23:0186.901 download
#1092deepmedic_trained_on_inhouseLaBRI06/04/2021 05:1786.81 download
#1093multi_output9Student07/01/2020 00:1786.735 download
#1094mssegTrained_tirLaBRI04/29/2020 08:0486.686 download
#1095FLEXCONN_newCornell University03/15/2021 11:5886.674 download
#1096FLEXCONNCornell University03/15/2021 11:5286.674 download
#1097MIALSFU09/17/2019 08:2786.653 download
#1098brainStudent02/03/2021 23:4086.587 download
#1099unet_readers_1_and_2_flair_onlyBioclinica05/12/2018 21:4986.578 download
#1100context_reconStudent02/03/2021 23:4086.542 download
#1101DA05University of Girona09/27/2018 09:0786.506 download
#1102wmhStudent08/31/2020 20:1786.481 download
#1103jigsawStudent08/31/2020 20:0886.444 download
#1104TIGTranslational Imaging Group, CMIC, UCL11/04/2016 11:3886.436 download
#1105v0050214cSiri04/20/2021 15:3386.429 download
#1106modality_brainStudent02/02/2021 19:1886.384 download
#11073d_unetNew York University05/11/2021 00:3786.372 download
#1108stgjlStony Brook University11/10/2020 15:5986.331 download
#1109zilliqaBitcoin University11/28/2019 06:1286.194 download
#1110hc45aOSU02/04/2021 15:0786.164 download
#1111deg2d_densenetLaBRI05/18/2020 10:0086.154 download
#1112mediaire_v2mediaire/development02/14/2019 10:1586.112 download
#1113VISAGES3VisAGeS, INRIA11/04/2016 12:4386.068 download
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#1115d0204OSU02/05/2021 21:5986.037 download
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#1117ORG04University of Girona09/27/2018 08:4685.974 download
#1118daaLaBRI04/03/2020 11:1585.921 download
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#1120test01_01_AIMLABMaster Student04/07/2021 11:0685.821 download
#1121multi_output10Student07/01/2020 00:2685.69 download
#1122volbrain_withoutLesionLaBRI02/24/2020 04:2685.682 download
#1123mask6Student08/31/2020 20:1685.282 download
#1124tommy_denserfritz04/29/2019 06:4885.271 download
#11250422p3_0.999OSU04/24/2020 01:1485.017 download
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#1127isbi_maltsUniversity of Pennsylvania06/28/2021 19:5284.768 download
#1128uva_testUVA08/16/2018 22:5884.727 download
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#1130nicMSlesion_trainedonMSOLaBRI06/15/2020 14:3084.512 download
#1131self_attention_bothside_3d_unet_lr0.0001New York University05/11/2021 00:3884.157 download
#1132BAUMIPVisAGeS, INRIA11/04/2016 09:2384.14 download

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