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Fig. 1 | BMC Medicine

Fig. 1

From: NeRD: a multichannel neural network to predict cellular response of drugs by integrating multidimensional data

Fig. 1

Overall model architecture. The feature extraction part of NeRD contains four feature extractors: drug structure extractor (DSE), molecular fingerprint extractor (MFE), miRNA expression extractor (mEE), and copy number extractor (CNE). After extracting the features, the drug representation and cell-line representation in the same format are combined through the fusion layer, and the IC50 value is predicted

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BMC Medicine

ISSN: 1741-7015

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