Graph representation learning in biomedicine and healthcare
Networks—or graphs—are universal descriptors of systems of interacting elements. In
biomedicine and healthcare, they can represent, for example, molecular interactions …
biomedicine and healthcare, they can represent, for example, molecular interactions …
[HTML][HTML] From traditional ethnopharmacology to modern natural drug discovery: A methodology discussion and specific examples
S Pirintsos, A Panagiotopoulos, M Bariotakis… - Molecules, 2022 - mdpi.com
Ethnopharmacology, through the description of the beneficial effects of plants, has provided
an early framework for the therapeutic use of natural compounds. Natural products, either in …
an early framework for the therapeutic use of natural compounds. Natural products, either in …
Network-based drug repurposing for novel coronavirus 2019-nCoV/SARS-CoV-2
Human coronaviruses (HCoVs), including severe acute respiratory syndrome coronavirus
(SARS-CoV) and 2019 novel coronavirus (2019-nCoV, also known as SARS-CoV-2), lead …
(SARS-CoV) and 2019 novel coronavirus (2019-nCoV, also known as SARS-CoV-2), lead …
[HTML][HTML] Investigation of Some Antiviral N-Heterocycles as COVID 19 Drug: Molecular Docking and DFT Calculations
The novel coronavirus, COVID-19, caused by SARS-CoV-2, is a global health pandemic that
started in December 2019. The effective drug target among coronaviruses is the main …
started in December 2019. The effective drug target among coronaviruses is the main …
[HTML][HTML] A network medicine approach to investigation and population-based validation of disease manifestations and drug repurposing for COVID-19
The global coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2), has led to unprecedented social and …
respiratory syndrome coronavirus 2 (SARS-CoV-2), has led to unprecedented social and …
[HTML][HTML] A comprehensive review of artificial intelligence and network based approaches to drug repurposing in Covid-19
Conventional drug discovery and development is tedious and time-taking process; because
of which it has failed to keep the required pace to mitigate threats and cater demands of viral …
of which it has failed to keep the required pace to mitigate threats and cater demands of viral …
[HTML][HTML] A comprehensive review of integrative pharmacology-based investigation: A paradigm shift in traditional Chinese medicine
H Xu, Y Zhang, P Wang, J Zhang, H Chen… - … Pharmaceutica Sinica B, 2021 - Elsevier
Over the past decade, traditional Chinese medicine (TCM) has widely embraced systems
biology and its various data integration approaches to promote its modernization. Thus …
biology and its various data integration approaches to promote its modernization. Thus …
A critical review of machine learning algorithms in maritime, offshore, and oil & gas corrosion research: A comprehensive analysis of ANN and RF models
Corrosion presents significant challenges in the marine, offshore, and oil and gas industries,
resulting in annual economic losses amounting to billions of dollars. To address these …
resulting in annual economic losses amounting to billions of dollars. To address these …
Defining disease-related modules based on weighted miRNA synergistic network
MicroRNAs (miRNAs) play an important role in the biological process. Their expression and
functional changes have been observed in most cancers. Meanwhile, there exists …
functional changes have been observed in most cancers. Meanwhile, there exists …
Markovian approach to tackle competing pathogens in simplicial complex
Recent studies on network spreading dynamics often adopt pairwise interaction to describe
the simple spreading process while using higher-order interaction to describe the collective …
the simple spreading process while using higher-order interaction to describe the collective …