Knowledge Discovery and Data Mining in Medicine - Advanced Techniques in Knowledge Discovery and Data Mining - page 204

Fig.7.20. Reasoning process of the trained IMANN.

Table 7.12. Variables in the ICU database.

Gender 0:men, 1:women

0:0 to 44, 1:45 to 54, 2:55 to 64,
3:65 to 74, 4:over 75

Age(Categorized)

Predictive mortality rate
(Categorized)

0:1 to 9, 1:10 to 19, 2:20 to 29,
3:30 to 39, 4:40 to 49, 5:50 to 59, 6:over 60

Elective
operation

0:None, 1:Done

Operation

Urgent operation 0:None, 1:Done
Drug-sensitive

0:None, 1:Done

ICU-acquired
infection

Drug-resistant 0:None, 1:Done

Respirator 0:None, 1:Done

Urinary catheter 0:None, 1:Done

Central venous catheter 0:None, 1:Done