Concepedia

A multimodal deep learning-based drug repurposing approach for treatment of COVID-19

Seyed Aghil Hooshmand, Mohadeseh Zarei Ghobadi, Seyyed Emad Hooshmand, Sadegh Azimzadeh Jamalkandi, Seyed Mehdi Alavi, Ali Masoudi‐Nejad

Molecular Diversity · 2020 · 67 citations · 35 references

Open access

Concepts

PharmacyBioinformaticsPharmacologyComputational BiologyDrug DesignDrug DiscoveryComputational Drug DiscoveryComputational Drug RepurposingMolecular ModelingPharmaceutical Data IntegrationCheminformatics ModelingChemoinformatics-based RepurposingComputer-aided Drug DiscoveryMachine Learning Drug RepurposingMultimodal Machine LearningRestricted Boltzmann Machines

References

35

RETRACTED: Hydroxychloroquine and azithromycin as a treatment of COVID-19: results of an open-label non-randomized clinical trial

Philippe Gautret, Jean‐Christophe Lagier, Philippe Parola et al. · International Journal of Antimicrobial Agents · 2020 · 5K citations · Full text

Pharmacy, Infectious Diseases, Pharmacology +10

Breakthrough: Chloroquine phosphate has shown apparent efficacy in treatment of COVID-19 associated pneumonia in clinical studies

Jianjun Gao, Zhenxue Tian, Xu Yang · BioScience Trends · 2020 · 2.7K citations · Full text

Pharmacy, Infectious Diseases, Pharmacology +11

Multimodal Deep Learning

Jiquan Ngiam, Aditya Khosla, Mingyu Kim et al. · 2011 · 2.3K citations

Computing, Computer Science, Computer Vision +15

The harmonizome: a collection of processed datasets gathered to serve and mine knowledge about genes and proteins

Andrew D. Rouillard, Gregory W. Gundersen, Nicolas Fernandez et al. · Database · 2016 · 1.7K citations · Full text

Life Sciences, Bioinformatics, Biomedical Informatics +12

Discovering drugs to treat coronavirus disease 2019 (COVID-19)

Liying Dong, Shasha Hu, Jianjun Gao · Drug Discoveries & Therapeutics · 2020 · 1.5K citations · Full text

Medicine, Infectious Diseases, Pharmacology +15