Adaptive Aggregation of Patient Data

Patient Data Thousands of patientsHundreds of tests Innumerable symptomsConstantly beeping devices

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Fate of Patient Data

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Locate Details

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What was the minimum value of

creatinine for a patient?

EHRs

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Billing-centric

Process of Unification

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Semantic Mapping

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Noisy Data

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Patient ID Diagnosis1 OTC DEFICIENCY2 Fatty liver disease NASH3 CIRRHOSIS OF LIVER4 Cryptogenic decompensated liver disease5 CRYPTOGENIC LIVER DISEASE 6 Decompensated liver disease7 Cryptogenic chronic liver disease9 Fatty liver disease (NASH)8 Autoimmune hepatitis.10 Alcohol Induced11 HEP.B AND E.RELATED DCLD12 Wilson disease

Harmonized Data

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Patient ID Diagnosis Concept ID Root Concept

1 OTC DEFICIENCY 80908008 Hyperammonemia 2 Fatty liver disease NASH 197315008 Cirrhosis of liver3 CIRRHOSIS OF LIVER 19943007 Cirrhosis of liver4 Cryptogenic decompensated liver disease89580002 Cirrhosis of liver5 CRYPTOGENIC LIVER DISEASE 89580002 Cirrhosis of liver6 Decompensated liver disease 123717006 Cirrhosis of liver7 Cryptogenic chronic liver disease 89580002 Cirrhosis of liver9 Fatty liver disease (NASH) 197315008 Cirrhosis of liver8 Autoimmune hepatitis. 408335007 Disorder of liver10 Alcohol Induced 50325005 Disorder of liver11 HEP.B AND E.RELATED DCLD 442374005 Disorder of liver12 Wilson disease 88518009 Disorder of liver

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data

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What was the minimum value of creatinine for this

patient ?

Comparison of Recovery Patterns

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SGOT_AST

Alkaline_ Phosphatase

GGTP

SGPT_ALT

Reports SGOT/AST

Reports Alkaline_ Phosphatase_

Reports GGTP

Reports SGPT/ALT

12

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