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Artificial intelligence in early drug discovery enabling precision medicine
Introduction: Precision medicine is the concept of treating diseases based on environmental
factors, lifestyles, and molecular profiles of patients. This approach has been found to …
factors, lifestyles, and molecular profiles of patients. This approach has been found to …
Deep learning in target prediction and drug repositioning: Recent advances and challenges
JL Yu, QQ Dai, GB Li - Drug Discovery Today, 2022 - Elsevier
Highlights•Basic principles of commonly used deep learning architectures.•Drug–target
interactions based deep learning approaches for drug repositioning.•Heterogeneous …
interactions based deep learning approaches for drug repositioning.•Heterogeneous …
In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression …
From January 2020, COVID-19 is spreading around the world producing serious respiratory
symptoms in infected patients that in some cases can be complicated by the severe acute …
symptoms in infected patients that in some cases can be complicated by the severe acute …
[HTML][HTML] Drugs Repurposing Using QSAR, Docking and Molecular Dynamics for Possible Inhibitors of the SARS-CoV-2 Mpro Protease
Wuhan, China was the epicenter of the first zoonotic transmission of the severe acute
respiratory syndrome coronavirus clade 2 (SARS-CoV-2) in December 2019 and it is the …
respiratory syndrome coronavirus clade 2 (SARS-CoV-2) in December 2019 and it is the …
Knowledge graphs for COVID-19: an exploratory review of the current landscape
Background: Searching through the COVID-19 research literature to gain actionable clinical
insight is a formidable task, even for experts. The usefulness of this corpus in terms of …
insight is a formidable task, even for experts. The usefulness of this corpus in terms of …
[HTML][HTML] Current status of baricitinib as a repurposed therapy for COVID-19
The emergence of the COVID-19 pandemic has mandated the instant (re) search for
potential drug candidates. In response to the unprecedented situation, it was recognized …
potential drug candidates. In response to the unprecedented situation, it was recognized …
[HTML][HTML] Cascading from SARS-CoV-2 to parkinson's disease through protein-protein interactions
E Estrada - Viruses, 2021 - mdpi.com
Extensive extrapulmonary damages in a dozen of organs/systems, including the central
nervous system (CNS), are reported in patients of the coronavirus disease 2019 (COVID …
nervous system (CNS), are reported in patients of the coronavirus disease 2019 (COVID …
CovMulNet19, integrating proteins, diseases, drugs, and symptoms: a network medicine approach to COVID-19
Introduction: We introduce in this study CovMulNet19, a comprehensive COVID-19 network
containing all available known interactions involving SARS-CoV-2 proteins, interacting …
containing all available known interactions involving SARS-CoV-2 proteins, interacting …
A generic encapsulation to unravel social spreading of a pandemic: An underlying architecture
S Alqithami - Computers, 2021 - mdpi.com
Cases of a new emergent infectious disease caused by mutations in the coronavirus family,
called “COVID-19,” have spiked recently, affecting millions of people, and this has been …
called “COVID-19,” have spiked recently, affecting millions of people, and this has been …
Aim in Genomics: Ontological and Connectivity Structure of Disease-Gene Modules in the Human Interactome
The reductionist approach has dominated scientific research for several centuries and has
been widely applied in the biomedical field. However, as we move into the realm of complex …
been widely applied in the biomedical field. However, as we move into the realm of complex …