Table 2 Paradigm shift introduced by AAS in medicine
From: Artificial Adaptive Systems and predictive medicine: a revolutionary paradigm shift
No limitation in the amount of data processed |
No limitation in the different nature of data processed |
No limitation in the degree of complexity of data processed |
Bottom - up computation: models are data driven |
Interactions among different factors are easily picked-up |
Inference takes place at individual level |
Internal validity of modelling ensured with validation protocols |
Fuzzy logic allows to escape from the probability theory trap |