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11Oct2017
DippingourFingersintotheWorldofDataRepresenta5on-AVisualJourneyUsingEncapsiaClinicalSuite
PhuseAnnualConference
Technicaladvancesinthelastfewdecadeshavebroughtasignificantchangeinthewaytheworldlooksatinforma5on.
Duetothehighlyregulatedenvironmentpharmaisonlynowdiscoveringthatapicturecanbeworthathousand…Lis5ngs
Myini5alcontactwithwhatwenowknowasEncapsia™wasaninter-departmentefforttoiden5fychecksthatcouldenhanceoverallqualityofdata
AfewmonthslaterasmallteamwasworkingonthefirstdemoversionofwhatwouldlaterbecometheInsightsmodule
Randomiza-tionbyweek day(last3month)
Histogram
x-axis:weekdays(Monday,Tuesday,..Sunday);y-axis:numberofpatientrandomizedoneachweek daySelectdatafromthelast3months(i.e. ifthereportisrun15JUN2015,thereportshouldinclude allthedatafrom01MAR2015)
Shouldbearoundthesameforeachday(MondaytoFriday)andnoneonSaturday/Sunday
Randomiza-tionbyweek day(last3month)
Histogram
LatticeplotofScope=Trial,ComparisonOption=Overall andValue=Randomizationbyweek day(last3months)
• Panel:country• x-axis:weekdays(Monday,Tuesday,..Sunday);• y-axis:numberofpatientrandomizedoneachweek day
Shouldbearoundthesameforeachday(MondaytoFriday)andnoneonSaturday/Sunday
Randomiza-tionbyweek day(last3month)
Histogram
NOTE:TOBEPRODUCED ONLYIF<15SITESLatticeplotofScope=Trial,ComparisonOption=Overall andValue=Randomizationbyweek day(last3months)
• Panel:site• x-axis:weekdays(Monday,Tuesday,..Sunday);• y-axis:numberofpatientrandomizedoneachweek day
Shouldbearoundthesameforeachday(MondaytoFriday)andnoneonSaturday/Sunday
AOer2moreyearsIwasveryexcitedtoseeourideascometolightinlivestudiesleadingtothebirthofanewdepartmentandessen5allyanewprofessioninCMed
Designingvisualiza5onsrequiresabeSerunderstandingofclinicaltrialdataandconductasawholethangenerallyrequiredbyotherfunc5ons
Understandingthespecificneedsandscopeofeachreviewisamajorchallengeindesigningvisualiza5ons.
Boxplotsvssca:erplotsiniden=fyingunusualdata.
LackofClinicalDataexper5secanleadtoprogrammingofveryefficientandorganizedbutcompletelyinefficientreports.
Switchingbetweenprogramminglanguagesisverycommonintechnologyfields,howeverforaClinicalSASprogrammeritisarareopportunity
data hello; text="Hello, World!"; run; proc print data=hello; run;
myString <- "Hello, World!" print ( myString)
print("Hello, World!")
#include <stdio.h> int main(){ printf("Hello, World!"); return 0;}
public class HelloWorld { public static void main(String[] args) { System.out.println("Hello, World"); } }
<html> <body> Hello world </body> </html>
WhilewithTFL’sourqualitycheckstepsfocusonensuringapar5culardeliveryiscorrect,onInsightsweneedtoensuretheoutputwillbecorrectatany5meitisran
Mypersonalbiggestchallenge:TrialInstalla5onPackages
OneoftheshorttermgoalsfortheDataProgrammingteamistominimizetheneedofstudyspecificworkbycrea5ngastandardlibraryofInsights.
TheFuture:RecentadvancementsinAIandBigDataAnaly5csopenthedoortoawholenewworldwhereclinicaltrialsanalysisasweknowitmightbecomeathingofthepast.
www.cmedresearch.com
Experiencedpeopleandinnova=vetechnologysignificantlyenhancingthedeliveryofclinicaltrials
thank you
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