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Machine and deep learning approaches for cancer drug repurposing. SEMINARS IN CANCER BIOLOGY. 2021 pdf |
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Deep learning for drug repurposing: Methods, databases, and applications. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE. 2022 |
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How has artificial intelligence impacted COVID-19 drug repurposing and what lessons have we learned? EXPERT OPINION ON DRUG DISCOVERY. 2022 pdf |
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A comprehensive review of artificial intelligence and network based approaches to drug repurposing in Covid-19. BIOMEDICINE & PHARMACOTHERAPY.2022 pdf |
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New Insights Into Drug Repurposing for COVID-19 Using Deep Learning. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2021 |
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Drug repositioning in drug discovery of T2DM and repositioning potential of antidiabetic agents. COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL.2022 pdf |
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Artificial intelligence, machine learning, and drug repurposing in cancer. EXPERT OPINION ON DRUG DISCOVERY. 2021 pdf |
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Applications of artificial intelligence in drug development using real-world data. DRUG DISCOVERY TODAY. 2021 pdf |
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Structure-based drug repurposing: Traditional and advanced AI/ML-aided methods. DRUG DISCOVERY TODAY.2022 pdf |
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A deep learning framework for drug repurposing via emulating clinical trials on real-world patient data. NATURE MACHINE INTELLIGENCE.2021
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Machine learning identifies candidates for drug repurposing in Alzheimer's disease. NATURE COMMUNICATIONS. 2021 pdf |
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Prediction of repurposed drugs for Coronaviruses using artificial intelligence and machine learning. COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL. 2021 pdf |
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Recent advances in drug repurposing using machine learning. CURRENT OPINION IN CHEMICAL BIOLOGY. 2021 pdf |
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An Analytical Review of Computational Drug Repurposing. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 2021 |
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Drug repurposing for COVID-19: Approaches, challenges and promising candidates. PHARMACOLOGY & THERAPEUTICS. 2021 pdf |
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GCMM: graph convolution network based on multimodal attention mechanism for drug repurposing. BMC BIOINFORMATICS. 2022 pdf |
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Identification of SARS-CoV-2 main protease inhibitors from FDA-approved drugs by artificial intelligence-supported activity prediction system. JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS . 2021 |
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Using informative features in machine learning based method for COVID-19 drug repurposing. JOURNAL OF CHEMINFORMATICS. 2021 pdf |
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DeepLPI: a novel deep learning-based model for protein-ligand interaction prediction for drug repurposing. SCIENTIFIC REPORTS. 2022 pdf |
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A Study of Drug Repurposing to Identify SARS-CoV-2 Main Protease (3CLpro) Inhibitors. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. 2022 pdf |
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A review on drug repurposing applicable to COVID-19. BRIEFINGS IN BIOINFORMATICS. 2021 |
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BETA: a comprehensive benchmark for computational drug-target prediction. BRIEFINGS IN BIOINFORMATICS. 2022 |
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Artificial intelligence framework identifies candidate targets for drug repurposing in Alzheimer's disease. ALZHEIMERS RESEARCH & THERAPY.2022 pdf |
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Repurposing FDA-approved drugs as HIV-1 integrase inhibitors: an in silico investigation. JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS. 2022 |
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Deep learning in target prediction and drug repositioning: Recent advances and challenges. DRUG DISCOVERY TODAY. 2022 pdf |
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Combined deep learning and molecular docking simulations approach identifies potentially effective FDA approved drugs for repurposing against SARS-CoV-2. COMPUTERS IN BIOLOGY AND MEDICINE2022 pdf |
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