Research Article
Diagnose Diabetic Mellitus Illness Based on IoT Smart Architecture
Table 8
Comparison of the proposed work DiaFog with the considered existing works.
| | Work | IoT | CC | FC | ML | DL | EL | Network parameters | Evaluative parameters | | | | | | | AT | LT | PT | TP | EC | BW | JT | NU | SC | Acc | Pre | Rec | F-M |
| | [22] | Y | Y | N | Y | Y | N | N | N | N | N | N | N | N | N | N | Y | N | Y | N | | [15] | Y | Y | Y | NN | Y | N | N | N | N | N | N | N | N | N | N | Y | Y | Y | Y | | [21] | Y | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | N | | [23] | Y | Y | Y | Y | Y | N | N | N | N | N | N | N | N | N | N | Y | N | N | N | | [6] | Y | Y | Y | N | N | N | N | N | Y | Y | Y | N | N | Y | Y | N | N | N | N | | [24] | Y | Y | Y | Y | N | N | N | Y | N | N | Y | N | N | N | N | N | N | N | N | | [25] | Y | Y | Y | Y | Y | N | N | N | N | N | N | Y | N | N | N | Y | Y | Y | Y | | [26] | Y | Y | Y | N | N | N | N | N | Y | N | N | N | N | N | N | Y | N | N | N | | [27] | N | N | N | Y | N | Y | N | N | Y | N | N | N | N | N | N | Y | N | N | N | | [28] | N | N | N | Y | N | Y | N | N | N | N | N | N | N | N | N | Y | Y | Y | Y | | [29] | N | N | N | Y | N | Y | N | N | N | N | N | N | N | N | N | Y | Y | Y | Y | | [30] | Y | Y | Y | Y | N | N | N | N | Y | N | N | N | N | N | N | Y | N | N | N | | [31] | N | N | N | Y | N | Y | N | N | N | N | N | N | N | N | N | Y | Y | Y | N | | [32] | Y | Y | N | Y | N | N | N | N | N | N | N | N | N | N | N | Y | Y | Y | Y | | DiaFog (proposed) | Y | Y | Y | N | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y |
|
|
