data/DUMC_final.csv

ID,SEX,SBP,DBP,HR,RR,BT,AGE,VISIBLE_STONE_CT,REAL_STONE,PANCREATITIS,DUCT_DILIATATION_10MM,DUCT_DILIATATION_8MM,Hb,PLT,WBC,ALP,ALT,AST,CRP,TOTAL_BILIRUBIN,HR_100,GGT,BUN,CREATININE,BT_38
10001862,1,104.0,59.0,100.0,24.0,38.2,72,1.0,1.0,0.0,1.0,0.0,10.6,171.0,14.54,236.0,548.0,182.0,12.33,3.2,0,355.0,37.7,2.29,1
10003102,1,101.0,59.0,87.0,16.0,37.7,65,0.0,0.0,0.0,1.0,0.0,13.6,104.0,15.24,164.0,676.0,720.0,13.5,4.3,0,483.0,20.7,1.47,0
10003602,0,150.0,70.0,130.0,20.0,38.5,78,1.0,1.0,0.0,1.0,0.0,13.7,248.0,7.98,269.0,765.0,1532.0,1.84,2.0,1,359.0,25.2,1.03,1
10003613,0,135.0,69.0,75.0,18.0,37.2,92,1.0,1.0,0.0,0.0,1.0,12.4,127.0,8.14,64.0,10.0,39.0,1.81,0.8,0,18.0,13.6,1.01,0
10004457,1,121.0,72.0,76.0,18.0,37.0,91,0.0,1.0,0.0,1.0,0.0,12.0,170.0,6.7,71.0,11.0,18.0,3.95,0.6,0,359.0,15.3,0.61,0
10005545,0,130.0,77.0,83.0,20.0,36.7,57,0.0,0.0,1.0,1.0,0.0,12.1,192.0,8.63,47.0,32.0,59.0,0.02,0.4,0,359.0,20.0,0.45,0
10007376,1,106.0,74.0,81.0,18.0,36.1,58,1.0,1.0,0.0,1.0,0.0,13.6,388.0,21.13,196.0,70.0,118.0,1.87,2.7,0,359.0,16.2,0.69,0
10010832,1,154.0,86.0,88.0,20.0,36.4,48,1.0,1.0,1.0,1.0,0.0,16.1,220.0,16.06,311.0,471.0,372.0,0.36,7.1,0,359.0,9.5,1.05,0
10011159,0,150.0,70.0,82.0,20.0,36.4,74,0.0,1.0,0.0,1.0,0.0,11.3,187.0,16.26,566.0,229.0,172.0,20.08,3.8,0,359.0,9.6,0.46,0
10011840,1,94.0,54.0,55.0,20.0,35.6,60,0.0,0.0,1.0,0.0,0.0,15.8,250.0,10.49,67.0,61.0,53.0,0.08,1.6,0,118.0,20.3,1.01,0
10012348,1,72.0,50.0,82.0,20.0,36.0,85,1.0,1.0,0.0,1.0,0.0,9.2,146.0,11.49,347.0,833.0,1462.0,3.92,1.7,0,359.0,23.1,1.33,0
10013253,0,115.0,92.0,78.0,20.0,37.4,89,1.0,1.0,0.0,1.0,0.0,8.7,152.0,13.26,126.0,314.0,597.0,10.45,5.4,0,108.0,26.7,1.15,0
10013841,0,194.0,107.0,64.0,20.0,36.0,56,0.0,0.0,0.0,1.0,0.0,15.1,278.0,7.87,164.0,300.0,382.0,0.06,1.2,0,359.0,6.9,0.51,0
10017093,1,110.0,70.0,62.0,20.0,36.8,59,1.0,1.0,1.0,0.0,1.0,13.0,225.0,9.06,337.0,310.0,148.0,1.34,2.4,0,359.0,6.7,0.8,0
10018498,1,170.0,109.0,84.0,20.0,36.0,62,0.0,0.0,0.0,1.0,0.0,15.4,196.0,8.2,69.0,31.0,33.0,1.05,0.6,0,359.0,12.6,1.05,0
10021996,1,153.0,99.0,93.0,20.0,37.5,54,0.0,0.0,0.0,0.0,1.0,14.9,224.0,10.13,150.0,389.0,486.0,0.19,1.7,0,359.0,11.3,1.02,0
10023063,0,137.0,59.0,86.0,18.0,36.9,40,0.0,1.0,0.0,1.0,0.0,13.2,238.0,6.55,193.0,1175.0,742.0,3.38,4.7,0,443.0,7.9,0.56,0
10025058,0,148.0,98.0,97.0,20.0,36.8,97,0.0,1.0,0.0,1.0,0.0,11.1,222.0,9.6,591.0,51.0,47.0,6.86,2.4,0,210.0,13.1,0.59,0
10025158,1,154.0,89.0,62.0,20.0,36.5,39,0.0,0.0,0.0,0.0,1.0,15.5,177.0,8.87,120.0,744.0,392.0,0.28,1.8,0,475.0,15.5,1.17,0
10025408,1,140.0,87.0,112.0,20.0,37.9,70,1.0,1.0,0.0,1.0,0.0,14.4,148.0,8.39,128.0,379.0,221.0,14.57,3.3,1,508.0,14.3,1.0,0
10027704,1,160.0,85.0,101.0,20.0,36.5,77,1.0,1.0,0.0,1.0,0.0,11.6,197.0,9.6,163.0,40.0,62.0,7.3,2.7,1,359.0,15.8,0.88,0
10027958,1,147.0,87.0,85.0,18.0,36.2,82,0.0,1.0,0.0,1.0,0.0,14.7,109.0,9.93,149.0,84.0,54.0,7.39,3.6,0,359.0,20.1,1.13,0
10028756,1,103.0,58.0,88.0,20.0,36.7,76,0.0,1.0,0.0,1.0,0.0,15.5,179.0,17.06,181.0,174.0,191.0,5.95,5.2,0,359.0,15.3,1.09,0
10035819,1,134.0,85.0,100.0,20.0,36.5,88,0.0,0.0,0.0,0.0,0.0,14.3,104.0,11.96,210.0,525.0,293.0,11.23,2.5,0,261.0,23.9,1.06,0
10035831,1,125.0,80.0,75.0,18.0,36.5,64,1.0,1.0,0.0,1.0,0.0,15.7,197.0,15.04,69.0,150.0,199.0,0.11,1.7,0,359.0,10.2,0.96,0
10035957,1,120.0,82.0,119.0,20.0,37.7,81,0.0,0.0,0.0,1.0,0.0,14.7,219.0,8.3,79.0,8.0,16.0,3.61,0.8,1,359.0,10.2,1.04,0
10036612,0,171.0,81.0,97.0,20.0,39.6,76,0.0,1.0,0.0,1.0,0.0,12.7,153.0,8.82,158.0,76.0,450.0,2.46,2.4,0,508.0,13.7,0.78,1
10037488,1,122.0,67.0,80.0,17.0,36.0,61,0.0,0.0,1.0,1.0,0.0,14.3,311.0,10.92,370.0,349.0,304.0,1.02,1.2,0,359.0,18.4,0.98,0
10037791,1,186.0,100.0,53.0,18.0,36.9,61,1.0,1.0,0.0,1.0,0.0,14.0,144.0,6.89,166.0,119.0,130.0,1.05,5.9,0,283.0,7.2,0.83,0
10040285,0,205.0,90.0,80.0,18.0,36.6,63,0.0,1.0,1.0,0.0,1.0,9.3,103.0,8.45,440.0,199.0,100.0,4.21,4.5,0,365.0,62.8,8.96,0
10046872,0,148.0,74.0,97.0,20.0,37.4,86,1.0,1.0,0.0,1.0,0.0,11.6,168.0,7.68,92.0,11.0,28.0,2.34,0.3,0,359.0,30.7,1.11,0
10049784,1,102.0,57.0,87.0,18.0,36.6,65,0.0,0.0,1.0,0.0,0.0,14.0,150.0,12.43,110.0,169.0,132.0,6.97,4.6,0,359.0,18.0,1.1,0
10051490,0,118.0,75.0,100.0,20.0,38.2,56,0.0,1.0,0.0,1.0,0.0,13.3,160.0,15.35,96.0,36.0,25.0,0.29,1.0,0,359.0,10.4,0.66,1
10054914,0,196.0,79.0,112.0,18.0,38.6,82,1.0,1.0,0.0,1.0,0.0,12.0,98.0,7.89,276.0,62.0,39.0,15.63,1.0,1,359.0,24.3,3.39,1
10056759,0,141.0,79.0,72.0,20.0,36.5,59,0.0,1.0,0.0,1.0,0.0,14.0,242.0,7.93,280.0,132.0,225.0,1.05,1.7,0,359.0,14.4,0.64,0
10060484,0,147.0,86.0,90.0,20.0,36.2,27,0.0,1.0,1.0,1.0,0.0,15.1,222.0,9.6,150.0,595.0,132.0,1.39,2.5,0,359.0,11.7,0.61,0
10063488,1,155.0,97.0,110.0,20.0,36.4,57,0.0,0.0,0.0,1.0,0.0,9.3,98.0,3.69,52.0,55.0,98.0,0.06,0.6,1,233.0,26.9,1.02,0
10063853,1,188.0,89.0,62.0,20.0,36.0,74,1.0,1.0,0.0,0.0,0.0,17.2,273.0,11.6,153.0,394.0,696.0,0.09,1.6,0,359.0,22.0,0.77,0
10064553,0,111.0,77.0,72.0,20.0,36.6,54,1.0,1.0,0.0,0.0,1.0,15.6,154.0,10.04,88.0,383.0,601.0,0.01,1.0,0,359.0,17.8,0.74,0
10064735,0,115.0,63.0,91.0,24.0,36.7,49,0.0,0.0,0.0,0.0,0.0,10.0,259.0,6.43,194.0,48.0,68.0,5.38,4.2,0,294.0,21.3,1.77,0
10064748,1,119.0,77.0,92.0,20.0,38.1,65,1.0,1.0,0.0,0.0,0.0,16.9,94.0,10.0,152.0,902.0,663.0,9.9,5.6,0,359.0,17.5,1.01,1
10064762,0,119.0,73.0,89.0,18.0,37.0,82,1.0,1.0,0.0,0.0,1.0,9.9,393.0,9.6,602.0,45.0,101.0,4.79,0.5,0,359.0,21.5,0.61,0
10066071,0,160.0,90.0,64.0,20.0,36.0,53,1.0,1.0,0.0,1.0,0.0,13.4,199.0,13.17,177.0,103.0,170.0,0.49,1.4,0,359.0,16.7,0.73,0
10068719,0,169.0,75.0,80.0,20.0,37.3,65,0.0,0.0,0.0,0.0,0.0,14.0,215.0,11.52,190.0,772.0,471.0,1.74,7.1,0,359.0,8.1,0.7,0
10070531,0,146.0,78.0,80.0,22.0,36.4,84,0.0,1.0,0.0,1.0,0.0,12.2,271.0,13.18,197.0,132.0,326.0,0.07,2.4,0,183.0,25.9,0.69,0
10071458,0,131.0,70.0,67.0,20.0,37.5,81,1.0,1.0,0.0,1.0,0.0,12.2,196.0,5.93,223.0,34.0,33.0,0.29,0.6,0,359.0,10.1,0.67,0
10072011,1,159.0,79.0,91.0,17.0,38.0,75,1.0,1.0,0.0,1.0,0.0,12.8,329.0,10.03,445.0,539.0,984.0,2.32,0.7,0,359.0,13.5,0.72,0
10072279,0,160.0,96.0,112.0,20.0,37.2,67,1.0,1.0,0.0,0.0,1.0,13.5,313.0,23.47,146.0,124.0,299.0,1.38,2.9,1,359.0,10.0,0.97,0
10073525,1,141.0,79.0,67.0,20.0,36.7,71,1.0,1.0,0.0,1.0,0.0,14.5,218.0,6.3,134.0,76.0,74.0,2.9,0.9,0,359.0,15.3,1.12,0
10074825,0,121.0,53.0,73.0,20.0,36.5,79,1.0,1.0,0.0,0.0,1.0,13.3,215.0,12.0,179.0,169.0,342.0,0.1,1.6,0,359.0,24.2,0.98,0
10076547,1,152.0,85.0,102.0,22.0,36.1,62,0.0,0.0,0.0,0.0,0.0,13.6,177.0,9.97,205.0,148.0,233.0,9.71,1.8,1,359.0,13.5,0.87,0
10077910,0,119.0,61.0,84.0,20.0,37.4,90,1.0,1.0,0.0,1.0,0.0,10.6,164.0,8.62,145.0,10.0,18.0,4.34,0.4,0,359.0,13.0,0.85,0
10078825,1,112.0,63.0,78.0,18.0,36.0,53,1.0,1.0,0.0,1.0,0.0,14.5,425.0,5.98,423.0,278.0,199.0,0.56,3.4,0,359.0,14.6,0.79,0
10081036,1,131.0,83.0,68.0,18.0,36.5,58,0.0,1.0,0.0,0.0,1.0,15.4,228.0,9.6,72.0,76.0,316.0,0.16,1.8,0,359.0,8.2,0.98,0
10081396,0,123.0,82.0,86.0,20.0,36.5,32,1.0,1.0,1.0,1.0,0.0,13.6,299.0,11.8,210.0,519.0,321.0,0.06,4.2,0,359.0,8.7,0.58,0
10081498,0,150.0,74.0,65.0,20.0,36.7,71,0.0,0.0,0.0,1.0,0.0,10.5,259.0,9.6,59.0,55.0,73.0,0.06,0.3,0,359.0,19.5,0.66,0
10081879,1,167.0,72.0,98.0,19.0,37.8,60,0.0,0.0,0.0,1.0,0.0,13.5,314.0,10.43,97.0,57.0,45.0,7.25,0.6,0,359.0,9.2,0.82,0
10083579,1,127.0,88.0,103.0,18.0,36.7,32,0.0,1.0,0.0,1.0,0.0,15.6,164.0,8.49,92.0,170.0,103.0,0.32,9.2,1,359.0,17.1,0.9,0
10084065,0,127.0,62.0,125.0,20.0,39.0,66,1.0,1.0,0.0,1.0,0.0,11.5,186.0,17.3,224.0,199.0,167.0,5.6,6.6,1,359.0,21.5,0.7,1
10084579,0,151.0,87.0,101.0,20.0,36.7,56,0.0,0.0,0.0,0.0,0.0,12.9,263.0,4.37,408.0,351.0,419.0,0.42,0.9,1,811.0,9.2,0.7,0
10085288,1,93.0,41.0,77.0,18.0,37.3,84,1.0,1.0,0.0,1.0,0.0,11.7,248.0,16.19,260.0,27.0,43.0,14.8,3.4,0,205.0,11.8,0.65,0
10086255,0,132.5,75.0,82.0,20.0,37.0,81,0.0,0.0,0.0,1.0,0.0,12.5,220.0,6.9,75.0,6.0,17.0,2.12,1.5,0,359.0,5.3,0.77,0
10089568,0,118.0,77.0,117.0,18.0,36.5,88,0.0,0.0,0.0,0.0,0.0,13.2,134.0,11.86,107.0,50.0,73.0,6.18,5.0,1,215.0,21.5,0.94,0
10091590,0,151.0,87.0,130.0,20.0,38.0,76,1.0,1.0,0.0,1.0,0.0,13.3,228.0,19.14,241.0,125.0,64.0,23.51,8.8,1,1061.0,20.4,0.89,0
10091926,0,135.0,62.0,53.0,20.0,36.3,80,0.0,1.0,0.0,1.0,0.0,13.4,232.0,7.7,337.0,260.0,264.0,1.21,3.0,0,359.0,9.2,0.69,0
10093516,0,133.0,79.0,70.0,20.0,36.5,49,1.0,1.0,0.0,1.0,0.0,12.8,205.0,8.48,118.0,229.0,511.0,0.01,0.7,0,359.0,13.7,0.75,0
10094071,0,101.0,72.0,89.0,18.0,36.9,81,0.0,0.0,0.0,0.0,1.0,13.6,218.0,9.0,124.0,515.0,463.0,0.32,1.1,0,205.0,16.5,0.97,0
10095213,0,188.0,112.0,77.0,20.0,36.0,48,1.0,1.0,0.0,1.0,0.0,12.7,312.0,8.35,365.0,350.0,255.0,0.08,2.4,0,556.0,10.5,0.57,0
10095512,1,116.0,70.0,95.0,17.0,37.8,98,1.0,1.0,0.0,1.0,0.0,8.4,170.0,5.41,310.0,387.0,677.0,1.98,1.1,0,265.0,19.9,1.04,0
10095784,1,137.0,74.0,75.0,16.0,36.0,83,1.0,1.0,0.0,1.0,0.0,12.3,191.0,15.51,481.0,245.0,253.0,0.98,3.5,0,1334.0,22.7,1.18,0
10095820,1,123.0,57.0,84.0,22.0,40.0,94,1.0,1.0,0.0,1.0,0.0,14.6,225.0,7.86,143.0,224.0,447.0,0.4,1.9,0,359.0,16.3,0.92,1
10096252,0,130.0,83.0,67.0,20.0,36.6,60,0.0,0.0,0.0,0.0,0.0,12.7,266.0,5.84,332.0,668.0,346.0,0.14,9.4,0,483.0,10.0,0.68,0
10096582,1,117.0,81.0,96.0,18.0,37.1,59,1.0,1.0,0.0,1.0,0.0,16.6,120.0,7.53,208.0,135.0,266.0,0.52,3.0,0,1009.0,36.2,2.57,0
10098149,1,157.0,65.0,74.0,20.0,36.5,85,0.0,0.0,0.0,0.0,1.0,14.2,51.0,11.92,110.0,153.0,262.0,0.55,2.6,0,138.0,18.4,0.88,0
10098223,1,140.0,103.0,69.0,19.0,37.4,62,1.0,1.0,0.0,0.0,0.0,14.8,214.0,11.4,201.0,58.0,45.0,16.64,1.1,0,359.0,16.0,0.97,0
10098885,0,187.0,97.0,75.0,18.0,37.0,62,0.0,1.0,0.0,0.0,1.0,12.8,249.0,13.33,385.0,343.0,499.0,0.36,2.5,0,954.0,9.8,0.69,0
10100478,1,123.0,60.0,72.0,17.0,36.0,43,0.0,1.0,0.0,1.0,0.0,15.9,282.0,7.77,495.0,430.0,261.0,0.23,9.3,0,359.0,9.0,1.14,0
10105892,0,113.0,56.0,57.0,17.0,36.0,48,1.0,1.0,1.0,1.0,0.0,12.9,221.0,7.86,78.0,570.0,460.0,0.79,3.8,0,401.0,8.8,0.73,0
10109118,0,168.0,112.0,80.0,20.0,36.6,72,1.0,1.0,0.0,1.0,0.0,14.1,186.0,10.45,521.0,348.0,337.0,6.02,5.0,0,1118.0,13.5,0.64,0
10109437,1,157.0,72.0,84.0,20.0,36.4,71,1.0,1.0,0.0,1.0,0.0,15.3,267.0,7.76,231.0,99.0,151.0,12.87,4.0,0,359.0,23.5,2.06,0
10109553,0,103.0,60.0,82.0,20.0,36.8,87,0.0,0.0,0.0,1.0,0.0,11.5,236.0,7.96,181.0,123.0,373.0,0.53,2.4,0,359.0,12.2,0.62,0
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