Causal reasoning in Biomedical Informatics. Chitta Baral Professor Department of Computer Science and Engineering email@example.com. Causal connection versus Correlation. Rain, Falling Barometer: They usually have a 1-1 correspondence Does falling barometer cause rain?
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Department of Computer Science and Engineering
treatment was given
treatment was not given
Think of A, B and C that satisfy the above.
Necessary to state when the
Not SabIC Algorithm: Step 1
Partial biological prior knowledge:
MMP3 is expected to be at the end of the pathway
C=f(A,B)Modeling and simulation of a causal Boolean network (BN)
Proper function: The function that reflects the influence of the operators.
c = f(a,b) = (ab) (a b)
= a is not a proper function.
Recall = ATP/(AFN+ATP), Precision = ATP/(ATP + AFP)