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. 2022 Sep 23;29(12):2014–2022. doi: 10.1093/jamia/ocac168

Figure 5.

Figure 5.

Evaluation of modality importance. This figure evaluates the possible combinations of modalities. The metrics were calculated as an average of 5 random initializations on a held-out test set. The combination of the 3 modalities performs the best across all evaluation metrics. Excluding the clinical modality causes a drop in performance, demonstrating the value of clinical information.