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Figure 2: (a) Black box problem plagues high performing models as their inner workings are often least explainable. (b) Intended use of ML model in the context of clinical pathway should be clearly known before deploying the model at scale

Figure 2: (a) Black box problem plagues high performing models as their inner workings are often least explainable. (b) Intended use of ML model in the context of clinical pathway should be clearly known before deploying the model at scale