May 16, 2023 · Artificial Intelligence

Multimodal Deep Neural Network for Predicting Drug‑Drug Interactions

The presentation introduces a multimodal deep neural network (MDNN) that integrates drug knowledge graphs and heterogeneous drug features to predict drug‑drug interactions, demonstrates state‑of‑the‑art performance on a large IJCAI‑2021 dataset, and discusses its architecture, evaluation, and future challenges.

Drug Interactionknowledge graphmultimodal neural network

0 likes · 12 min read

Multimodal Deep Neural Network for Predicting Drug‑Drug Interactions