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. 2019 Apr 29;43:356–369. doi: 10.1016/j.ebiom.2019.04.016

Fig. 7.

Fig. 7

A schematic of the multidrug wide and deep neural network architecture. Data flows from bottom to top through the wide (left) and deep (right) paths of the neural network. Nonlinear transformations, where applied, are depicted on the corresponding nodes. Each of the 11 nodes in the output layer represents resistance status predictions in all MTB isolates for one of the 11 anti-tuberculosis drugs.