CoolFace
Datasetpublic

mathpluscode/ACDC

ACDC Dataset This is a pre-processed version of the original Automated Cardiac Diagnosis Challenge (ACDC) dataset. Short-axis view images have been resampled to 1mm x 1mm x 10mm. Images have also been center cropped at the left ventricle mask center. The size of each slice is 192 x 192 pixels. Download the dataset using the following command: from huggingface_hub import snapshot_download data_dir = snapshot_download(repo_id="mathpluscode/ACDC", allow_patterns=["*.nii.gz"… See the full description on the dataset page: https://huggingface.co/datasets/mathpluscode/ACDC.

sourceHugging Facecc-by-nc-sa-4.0updated 1y agoView on Hugging Face
1likes480downloads
roottrain.csv
train.csv102 linesDownload Raw Back to root
1pid,pathology,height,weight,bmi,n_frames,ed_frame,es_frame,original_sax_spacing_x,original_sax_spacing_y,original_sax_spacing_z,n_slices,edv,esv,ef2patient001,DCM,1.84,95.0,28.060018903591683,30,1,12,1.5625,1.5625,10.0,10,1354.58,1125.97,16.8768179066574083patient002,DCM,1.6,70.0,27.343749999999996,30,1,12,1.3671875,1.3671875,10.0,10,1212.69,979.53,19.2266778814041574patient003,DCM,1.65,77.0,28.282828282828287,30,1,15,1.5625,1.5625,10.0,10,1405.42,1298.96,7.5749597984944035patient004,DCM,1.59,46.0,18.19548277362446,28,1,15,1.3671875,1.3671875,10.0,10,1226.58,1114.83,9.110698038448376patient005,DCM,1.65,77.0,28.282828282828287,30,1,13,1.40625,1.40625,10.0,10,1446.55,1211.36,16.2586844561197387patient006,DCM,1.8,70.0,21.604938271604937,28,1,16,1.7578125,1.7578125,10.0,11,1637.74,1374.18,16.092908520277948patient007,DCM,1.73,107.0,35.751278024658355,16,1,7,1.875,1.875,10.0,10,1589.67,1411.75,11.1922600288110159patient008,DCM,1.8,100.0,30.864197530864196,28,1,13,1.5625,1.5625,10.0,10,1332.23,1158.9,13.0105162021572810patient009,DCM,1.53,61.0,26.05835362467427,35,1,13,1.3671900033950806,1.3671900033950806,10.0,10,1254.25,1154.37,7.96332469603349611patient010,DCM,1.7,68.0,23.529411764705884,28,1,13,1.5625,1.5625,10.0,10,1484.35,1316.59,11.301916663859612patient011,DCM,1.8,70.0,21.604938271604937,15,1,8,1.4843800067901611,1.4843800067901611,10.0,9,1131.17,1025.79,9.31601792833969413patient012,DCM,1.6,59.0,23.046874999999996,30,1,13,1.5625,1.5625,10.0,10,1345.69,1033.68,23.18587490432417314patient013,DCM,1.75,57.0,18.612244897959183,30,1,14,1.4453099966049194,1.4453099966049194,10.0,10,1360.52,1149.21,15.53156146179401615patient014,DCM,1.75,75.0,24.489795918367346,30,1,13,1.3671900033950806,1.3671900033950806,10.0,10,1555.55,1380.04,11.28282601009289416patient015,DCM,1.58,57.0,22.832879346258608,21,1,10,1.3671900033950806,1.3671900033950806,10.0,9,926.16,767.42,17.13958711237799217patient016,DCM,1.73,54.0,18.042701059173375,30,1,12,1.4453099966049194,1.4453099966049194,10.0,10,1699.48,1527.38,10.12662696824910618patient017,DCM,1.78,85.0,26.82742078020452,19,1,9,1.5625,1.5625,10.0,9,1624.57,1466.37,9.73796142979373319patient018,DCM,1.61,79.0,30.477219243084754,13,1,10,1.3671900033950806,1.3671900033950806,10.0,8,946.42,787.84,16.75577439191901520patient019,DCM,1.91,97.0,26.589183410542475,30,1,11,1.4453099966049194,1.4453099966049194,10.0,11,1496.51,1216.92,18.68280198595398321patient020,DCM,1.82,106.0,32.00096606690013,20,1,11,1.7578099966049194,1.7578099966049194,10.0,8,1081.07,982.04,9.1603688937811622patient021,HCM,1.92,110.0,29.83940972222222,30,1,13,1.6796875,1.6796875,10.0,10,1174.93,764.22,34.95612504574740623patient022,HCM,1.65,42.0,15.426997245179065,28,1,11,1.40625,1.40625,10.0,7,415.42,270.47,34.89239805498050424patient023,HCM,1.66,74.0,26.854405574103644,25,1,9,1.4453125,1.4453125,10.0,9,570.08,423.54,25.7051641874824625patient024,HCM,1.75,85.0,27.755102040816325,28,1,9,1.5625,1.5625,10.0,8,633.62,449.97,28.98424923455698726patient025,HCM,1.74,82.0,27.08415906989034,25,1,9,1.3671875,1.3671875,10.0,9,1015.63,621.28,38.82811653850319527patient026,HCM,1.7,70.0,24.221453287197235,28,1,12,1.3671875,1.3671875,10.0,10,1100.47,813.17,26.10702699755559328patient027,HCM,1.58,60.0,24.034609838166958,30,1,11,1.3671875,1.3671875,10.0,10,890.11,599.58,32.63978609385356629patient028,HCM,1.77,76.0,24.258674071946118,28,1,9,1.5625,1.5625,10.0,10,908.85,630.16,30.6640259668812330patient029,HCM,1.63,55.0,20.70081674131507,30,1,12,1.3671875,1.3671875,10.0,11,980.46,527.0,46.2497195194092631patient030,HCM,1.5,54.0,24.0,35,1,12,1.4453125,1.4453125,10.0,10,572.2,386.92,32.3802866130723632patient031,HCM,1.76,89.0,28.731921487603305,30,1,10,1.484375,1.484375,10.0,10,1028.02,611.85,40.4826754343300733patient032,HCM,1.86,123.0,35.55324314949705,30,1,12,1.5625,1.5625,10.0,10,1003.01,567.3,43.4402448629624934patient033,HCM,1.65,89.0,32.690541781450875,30,1,14,1.5625,1.5625,10.0,10,813.48,459.05,43.5696022028814535patient034,HCM,1.72,79.0,26.703623580313685,30,1,16,1.5625,1.5625,10.0,10,1021.15,726.09,28.89487342701855336patient035,HCM,1.7,80.0,27.68166089965398,28,1,11,1.6796900033950806,1.6796900033950806,5.0,6,634.68,434.84,31.48673347198588237patient036,HCM,1.6,80.0,31.249999999999993,35,1,12,1.4453099966049194,1.4453099966049194,10.0,8,793.69,553.68,30.23976615555192638patient037,HCM,1.69,105.0,36.76341864780645,30,1,12,1.875,1.875,10.0,7,474.54,349.08,26.43823492224049339patient038,HCM,1.6,59.0,23.046874999999996,24,1,11,0.8333330154418945,0.8333330154418945,10.0,8,824.39,584.74,29.0699790147866940patient039,HCM,1.75,100.0,32.6530612244898,28,1,10,1.6406199932098389,1.6406199932098389,10.0,9,908.71,622.93,31.4489771214138841patient040,HCM,1.72,95.0,32.11195240670633,35,1,13,1.4843800067901611,1.4843800067901611,10.0,10,1059.3,855.84,19.2070235060889242patient041,MINF,1.7,70.0,24.221453287197235,17,1,11,1.7857099771499634,1.7857099771499634,10.0,6,567.43,443.4,21.85820277391043543patient042,MINF,1.68,99.0,35.0765306122449,35,1,16,1.7578125,1.7578125,10.0,9,1064.63,793.92,25.42761334923871544patient043,MINF,1.65,76.0,27.915518824609737,13,1,7,1.9196399450302124,1.9196399450302124,6.5,8,768.78,586.77,23.6751736517599345patient044,MINF,1.8,54.0,16.666666666666664,30,1,11,1.3671875,1.3671875,10.0,9,583.45,443.99,23.90264804182021446patient045,MINF,1.74,68.0,22.460034350640772,35,1,13,1.5625,1.5625,10.0,8,1059.08,837.29,20.94176077350152847patient046,MINF,1.86,74.0,21.389756041160826,30,1,10,1.5625,1.5625,10.0,9,1093.36,793.98,27.381649228067648patient047,MINF,1.8,82.0,25.30864197530864,22,1,9,1.6796900033950806,1.6796900033950806,10.0,9,1006.31,878.69,12.68197672685354549patient048,MINF,1.67,73.0,26.175194521137367,28,1,8,1.5625,1.5625,10.0,8,807.23,652.59,19.15686978927938450patient049,MINF,1.71,72.0,24.622960911049557,35,1,11,1.3671875,1.3671875,10.0,7,586.87,497.18,15.28277131221565151patient050,MINF,1.62,57.0,21.719250114311837,30,1,12,1.3671875,1.3671875,10.0,10,1144.05,1005.39,12.12009964599449152patient051,MINF,1.7,91.0,31.487889273356405,30,1,11,1.6406199932098389,1.6406199932098389,10.0,10,1044.44,709.01,32.1157749607445253patient052,MINF,1.61,85.0,32.79194475521777,20,1,9,1.4843800067901611,1.4843800067901611,10.0,8,873.12,663.28,24.03335165842038354patient053,MINF,1.76,77.0,24.857954545454547,30,1,12,1.3671900033950806,1.3671900033950806,10.0,7,796.55,655.66,17.68752746218065455patient054,MINF,1.76,94.0,30.34607438016529,30,1,12,1.4843800067901611,1.4843800067901611,10.0,8,916.48,737.47,19.53234113128491256patient055,MINF,1.8,82.0,25.30864197530864,25,1,10,1.4843800067901611,1.4843800067901611,10.0,9,854.94,682.26,20.19790862516668657patient056,MINF,1.7,62.0,21.453287197231838,30,1,12,1.3671900033950806,1.3671900033950806,10.0,9,912.12,691.07,24.23474981362100858patient057,MINF,1.75,80.0,26.122448979591837,25,1,9,0.703125,0.703125,10.0,8,736.97,628.57,14.70887553088999259patient058,MINF,1.68,68.0,24.092970521541954,30,1,14,1.40625,1.40625,10.0,9,837.48,670.94,19.88584802025122860patient059,MINF,1.73,68.0,22.720438370810918,30,1,9,1.3671900033950806,1.3671900033950806,10.0,9,818.79,578.86,29.30299588417054261patient060,MINF,1.72,51.0,17.239048134126556,30,1,14,1.5625,1.5625,10.0,9,917.59,632.17,31.10539565601195462patient061,NOR,1.87,95.0,27.166919271354622,30,1,10,1.3671875,1.3671875,10.0,9,803.43,444.38,44.68964315497305563patient062,NOR,1.72,74.0,25.013520822065985,30,1,9,1.3671875,1.3671875,10.0,10,931.88,617.51,33.7350302614070564patient063,NOR,1.65,49.0,17.99816345270891,35,1,16,1.3671875,1.3671875,10.0,8,534.01,260.59,51.2012883653864265patient064,NOR,1.75,97.0,31.6734693877551,35,1,12,1.4453125,1.4453125,10.0,10,846.14,602.86,28.75174321034343866patient065,NOR,1.8,92.0,28.39506172839506,30,1,14,1.875,1.875,10.0,8,792.52,390.89,50.67758542371170467patient066,NOR,1.75,80.0,26.122448979591837,30,1,11,1.3671875,1.3671875,10.0,9,883.75,523.34,40.7818953323903868patient067,NOR,1.78,60.0,18.93700290367378,30,1,10,1.3671875,1.3671875,10.0,10,839.35,523.69,37.6076726038005669patient068,NOR,1.54,64.0,26.986001011975038,28,1,12,1.5625,1.5625,10.0,7,612.28,342.48,44.0648069510681370patient069,NOR,1.6,53.0,20.703124999999996,30,1,12,1.5625,1.5625,10.0,7,417.32,273.62,34.43400747627719571patient070,NOR,1.58,79.0,31.64556962025316,28,1,10,1.5625,1.5625,10.0,6,496.6,317.49,36.0672573499798672patient071,NOR,1.69,61.0,21.35779559539232,30,1,9,1.5625,1.5625,10.0,10,913.61,537.38,41.1805912807434373patient072,NOR,1.6,78.0,30.468749999999993,30,1,11,1.5625,1.5625,10.0,8,691.64,461.81,33.2297148805737174patient073,NOR,1.85,96.0,28.04967129291453,35,1,10,1.640625,1.640625,10.0,7,712.66,468.03,34.32632671961384675patient074,NOR,1.75,87.0,28.408163265306122,30,1,12,1.5625,1.5625,10.0,8,858.77,504.13,41.29627257589342576patient075,NOR,1.79,93.0,29.025311319871417,14,1,6,1.7857099771499634,1.7857099771499634,5.0,7,588.16,428.02,27.22728509249183777patient076,NOR,1.75,87.0,28.408163265306122,30,1,12,1.5625,1.5625,10.0,8,867.98,505.76,41.7313762989930778patient077,NOR,1.8,75.0,23.148148148148145,25,1,9,1.40625,1.40625,10.0,8,751.59,405.8,46.0077968041086279patient078,NOR,1.85,84.0,24.543462381300216,30,1,9,1.3671900033950806,1.3671900033950806,10.0,8,958.97,598.68,37.5705183686663980patient079,NOR,1.78,80.0,25.24933720489837,30,1,11,1.3671900033950806,1.3671900033950806,10.0,9,694.09,478.68,31.0348802028555481patient080,NOR,1.55,74.0,30.80124869927159,21,1,10,1.7578099966049194,1.7578099966049194,10.0,6,551.82,339.35,38.50349751730636482patient081,RV,1.77,70.0,22.34351559258195,16,1,7,1.6517900228500366,1.6517900228500366,5.0,8,786.57,481.16,38.82807633141360583patient082,RV,1.83,82.0,24.48565200513601,17,1,7,1.7857099771499634,1.7857099771499634,5.0,8,818.71,537.71,34.3222875010687684patient083,RV,1.6,58.0,22.656249999999996,17,1,8,1.5625,1.5625,10.0,6,451.7,362.05,19.8472437458490185patient084,RV,1.4,35.0,17.85714285714286,35,1,10,1.3671900033950806,1.3671900033950806,5.0,6,354.62,213.83,39.7016524730697686patient085,RV,1.72,61.0,20.61925365062196,30,1,9,1.2152800559997559,1.2152800559997559,5.0,8,532.84,377.52,29.14946325350950687patient086,RV,1.65,70.0,25.71166207529844,19,1,8,1.5625,1.5625,10.0,7,637.26,500.74,21.42296707780183688patient087,RV,1.7,64.0,22.145328719723185,28,1,10,1.4453099966049194,1.4453099966049194,10.0,8,987.09,761.8,22.823653364941489patient088,RV,1.8,70.0,21.604938271604937,25,1,12,1.6517900228500366,1.6517900228500366,5.0,8,776.02,514.13,33.74784155047550690patient089,RV,1.7,103.0,35.6401384083045,30,1,10,1.4583300352096558,1.4583300352096558,10.0,6,450.79,334.58,25.77918764835068291patient090,RV,1.5,66.0,29.333333333333332,12,4,11,1.7857099771499634,1.7857099771499634,10.0,7,569.94,385.44,32.3718286135382792patient091,RV,1.62,53.0,20.195092211553114,16,1,9,1.5625,1.5625,10.0,8,681.88,404.22,40.7197747404235393patient092,RV,1.7,69.0,23.87543252595156,15,1,6,1.6826900243759155,1.6826900243759155,5.0,8,682.08,420.94,38.2858315740089294patient093,RV,1.65,65.0,23.875114784205696,30,1,14,1.5625,1.5625,7.0,7,601.88,329.38,45.2748056090915195patient094,RV,1.64,45.0,16.731112433075552,14,1,7,1.6826900243759155,1.6826900243759155,5.0,5,302.17,210.38,30.376940133037796patient095,RV,1.65,76.0,27.915518824609737,30,1,12,1.5625,1.5625,5.0,7,666.37,436.76,34.45683329081441697patient096,RV,1.86,76.0,21.967857555786793,15,1,8,1.6826900243759155,1.6826900243759155,5.0,9,973.94,689.29,29.22664640532271598patient097,RV,1.87,82.0,23.449340844748203,30,1,11,1.4843800067901611,1.4843800067901611,10.0,8,769.7,500.12,35.02403533844355499patient098,RV,1.67,50.0,17.92821542543655,22,1,9,1.25,1.25,10.0,7,633.48,489.55,22.720527877754627100patient099,RV,1.8,80.0,24.691358024691358,19,1,9,1.7857099771499634,1.7857099771499634,5.0,8,770.98,542.27,29.664842148953284101patient100,RV,1.65,63.0,23.140495867768596,34,1,13,1.315790057182312,1.315790057182312,10.0,8,537.68,367.93,31.570822794227045102