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MIFNN: Molecular Information Feature Extraction and Fusion Deep Neural Network for Screening Potenti...

MIFNN: Molecular Information Feature Extraction and Fusion Deep Neural Network for Screening Potenti...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_91cb5adc1b684e04b1798d03dec8844e

MIFNN: Molecular Information Feature Extraction and Fusion Deep Neural Network for Screening Potential Drugs

About this item

Full title

MIFNN: Molecular Information Feature Extraction and Fusion Deep Neural Network for Screening Potential Drugs

Publisher

MDPI

Journal title

Current issues in molecular biology, 2022-11, Vol.44 (11), p.5638-5654

Language

English

Formats

Publication information

Publisher

MDPI

More information

Scope and Contents

Contents

Molecular property prediction is essential for drug screening and reducing the cost of drug discovery. Current approaches combined with deep learning for drug prediction have proven their viability. Based on the previous deep learning networks, we propose the Molecular Information Fusion Neural Network (MIFNN). The features of MIFNN are as follows:...

Alternative Titles

Full title

MIFNN: Molecular Information Feature Extraction and Fusion Deep Neural Network for Screening Potential Drugs

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_91cb5adc1b684e04b1798d03dec8844e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_91cb5adc1b684e04b1798d03dec8844e

Other Identifiers

ISSN

1467-3045,1467-3037

E-ISSN

1467-3045

DOI

10.3390/cimb44110382

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