Figure 1 (IMAGE)

Higher Education Press

Figure 1

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Overview of MFCN-DDI. (A) Multimodal feature extraction module: This module extracts the KG feature, molecular fingerprint feature, molecular graph feature, and pharmacological feature of drug pairs. (B) Capsule network-based feature fusion module: The capsule network fuses multimodal features to construct the comprehensive feature representation of drug pairs. (C) DDI predictor module: DDI type classification is achieved using multiclass and multilabel predictors.

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