application of neural networks in diagnosing

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Application of Neural Networks in Diagnosing Cancer Disease Using Demographic Data

Application of Neural Networks in DiagnosingCancer Disease Using Demographic Data10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data1Prepared byP.karuthamma122IT140

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data2ABSTRACTIts a decision supporting systempre-clinical and post-clinical diagnosisDemographic dataMain aim:Cost effectiveEasy to useTo prevent the cancer

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data3

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data4

INTRODUCTIONAccuracy objectivity of diagnosisARTIFICIAL NEURAL NETWORKS(ANN)Lung cancer & heart failure

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data5OBJECTIVETo detect and cure the cancerNeural networksDiagnosis the cancerImprove the triage pratices

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data6PRE-CLINICAL DETECTIONCarcinogenesis(cancer)Normal cells-cancer cells4 factorsMale and femaleAge -30 yrsGenetic transmissionEnvironmental conditions

10/15/2014Application of Neural Networks in Diagnosing Cancer Disease using Demographic Data7LAYERSThree different LayersInput LayersHidden LayersOutput LayersNominal variablesMen=0 Female=1Eg:age