[HTML][HTML] Protein structure-based in-silico approaches to drug discovery: Guide to COVID-19 therapeutics
With more than 5 million fatalities and close to 300 million reported cases, COVID-19 is the
first documented pandemic due to a coronavirus that continues to be a major health …
first documented pandemic due to a coronavirus that continues to be a major health …
Deep learning driven drug discovery: tackling severe acute respiratory syndrome coronavirus 2
Y Zhang, T Ye, H Xi, M Juhas, J Li - Frontiers in Microbiology, 2021 - frontiersin.org
Deep learning significantly accelerates the drug discovery process, and contributes to global
efforts to stop the spread of infectious diseases. Besides enhancing the efficiency of …
efforts to stop the spread of infectious diseases. Besides enhancing the efficiency of …
Deep learning-based bioactive therapeutic peptide generation and screening
Many bioactive peptides demonstrated therapeutic effects over complicated diseases, such
as antiviral, antibacterial, anticancer, etc. It is possible to generate a large number of …
as antiviral, antibacterial, anticancer, etc. It is possible to generate a large number of …
Overview of current state of research on the application of artificial intelligence techniques for COVID-19
Background Until now, there are still a limited number of resources available to predict and
diagnose COVID-19 disease. The design of novel drug-drug interaction for COVID-19 …
diagnose COVID-19 disease. The design of novel drug-drug interaction for COVID-19 …
An integrated deep learning and molecular dynamics simulation-based screening pipeline identifies inhibitors of a new cancer drug target TIPE2
H Zhang, J Li, KM Saravanan, H Wu, Z Wang… - Frontiers in …, 2021 - frontiersin.org
The TIPE2 (tumor necrosis factor-alpha-induced protein 8-like 2) protein is a major regulator
of cancer and inflammatory diseases. The availability of its sequence and structure, as well …
of cancer and inflammatory diseases. The availability of its sequence and structure, as well …
Deepbindgcn: Integrating molecular vector representation with graph convolutional neural networks for protein–ligand interaction prediction
H Zhang, KM Saravanan, JZH Zhang - Molecules, 2023 - mdpi.com
The core of large-scale drug virtual screening is to select the binders accurately and
efficiently with high affinity from large libraries of small molecules in which non-binders are …
efficiently with high affinity from large libraries of small molecules in which non-binders are …
Drug design and disease diagnosis: the potential of deep learning models in biology
S Sreeraman, MP Kannan… - Current …, 2023 - ingentaconnect.com
Early prediction and detection enable reduced transmission of human diseases and provide
healthcare professionals ample time to make subsequent diagnoses and treatment …
healthcare professionals ample time to make subsequent diagnoses and treatment …
Computational approaches in the discovery and development of therapeutic and prophylactic agents for viral diseases
Over the last two decades, computational technologies have played a crucial role in antiviral
drug development. Whenever a virus spreads and becomes a threat to global health, it …
drug development. Whenever a virus spreads and becomes a threat to global health, it …
Novel Drug Design for Treatment of COVID‐19: A Systematic Review of Preclinical Studies
S Mousavi, S Zare, M Mirzaei… - Canadian Journal of …, 2022 - Wiley Online Library
Background. Since the beginning of the novel coronavirus (SARS‐CoV‐2) disease
outbreak, there has been an increasing interest in discovering potential therapeutic agents …
outbreak, there has been an increasing interest in discovering potential therapeutic agents …
DeepBindBC: A practical deep learning method for identifying native-like protein-ligand complexes in virtual screening
Identifying native-like protein–ligand complexes (PLCs) from an abundance of docking
decoys is critical for large-scale virtual drug screening in early-stage drug discovery lead …
decoys is critical for large-scale virtual drug screening in early-stage drug discovery lead …