Artificial intelligence to deep learning: machine intelligence approach for drug discovery

R Gupta, D Srivastava, M Sahu, S Tiwari, RK Ambasta… - Molecular …, 2021 - Springer
Drug designing and development is an important area of research for pharmaceutical
companies and chemical scientists. However, low efficacy, off-target delivery, time …

COVID-19: a review on the novel coronavirus disease evolution, transmission, detection, control and prevention

A Sharma, I Ahmad Farouk, SK Lal - Viruses, 2021 - mdpi.com
Three major outbreaks of the coronavirus, a zoonotic virus known to cause respiratory
disease, have been reported since 2002, including SARS-CoV, MERS-CoV and the most …

Graph neural networks: foundation, frontiers and applications

L Wu, P Cui, J Pei, L Zhao, X Guo - … of the 28th ACM SIGKDD Conference …, 2022 - dl.acm.org
The field of graph neural networks (GNNs) has seen rapid and incredible strides over the
recent years. Graph neural networks, also known as deep learning on graphs, graph …

Immunity, endothelial injury and complement-induced coagulopathy in COVID-19

L Perico, A Benigni, F Casiraghi, LFP Ng… - Nature Reviews …, 2021 - nature.com
In December 2019, a novel coronavirus was isolated from the respiratory epithelium of
patients with unexplained pneumonia in Wuhan, China. This pathogen, named severe acute …

Antibody-dependent enhancement and SARS-CoV-2 vaccines and therapies

WS Lee, AK Wheatley, SJ Kent, BJ DeKosky - Nature microbiology, 2020 - nature.com
Antibody-based drugs and vaccines against severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2) are being expedited through preclinical and clinical development. Data …

The COVID-19 pandemic: a global health crisis

CA Pollard, MP Morran… - Physiological …, 2020 - journals.physiology.org
The novel coronavirus SARS-CoV-2 was identified as the causative agent for a series of
atypical respiratory diseases in the Hubei Province of Wuhan, China in December of 2019 …

The natural history, pathobiology, and clinical manifestations of SARS-CoV-2 infections

J Machhi, J Herskovitz, AM Senan, D Dutta… - Journal of neuroimmune …, 2020 - Springer
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiological agent of
coronavirus disease 2019 (COVID-19). SARS-CoV-2, is a positive-sense single-stranded …

Artificial intelligence in COVID-19 drug repurposing

Y Zhou, F Wang, J Tang, R Nussinov… - The Lancet Digital …, 2020 - thelancet.com
Drug repurposing or repositioning is a technique whereby existing drugs are used to treat
emerging and challenging diseases, including COVID-19. Drug repurposing has become a …

Overview of immune response during SARS-CoV-2 infection: lessons from the past

VK Shah, P Firmal, A Alam, D Ganguly… - Frontiers in …, 2020 - frontiersin.org
After the 1918 flu pandemic, the world is again facing a similar situation. However, the
advancement in medical science has made it possible to identify that the novel infectious …

Drug repurposing approach to fight COVID-19

TU Singh, S Parida, MC Lingaraju, M Kesavan… - Pharmacological …, 2020 - Springer
Currently, there are no treatment options available for the deadly contagious disease,
coronavirus disease 2019 (COVID-19). Drug repurposing is a process of identifying new …