Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

Network pharmacology approach for medicinal plants: review and assessment

F Noor, M Tahir ul Qamar, UA Ashfaq, A Albutti… - Pharmaceuticals, 2022 - mdpi.com
Natural products have played a critical role in medicine due to their ability to bind and
modulate cellular targets involved in disease. Medicinal plants hold a variety of bioactive …

A comprehensive survey on community detection with deep learning

X Su, S Xue, F Liu, J Wu, J Yang, C Zhou… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
Detecting a community in a network is a matter of discerning the distinct features and
connections of a group of members that are different from those in other communities. The …

[HTML][HTML] Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

A Holzinger, M Dehmer, F Emmert-Streib, R Cucchiara… - Information …, 2022 - Elsevier
Medical artificial intelligence (AI) systems have been remarkably successful, even
outperforming human performance at certain tasks. There is no doubt that AI is important to …

[HTML][HTML] G3BP1 is a tunable switch that triggers phase separation to assemble stress granules

P Yang, C Mathieu, RM Kolaitis, P Zhang, J Messing… - Cell, 2020 - cell.com
The mechanisms underlying ribonucleoprotein (RNP) granule assembly, including the basis
for establishing and maintaining RNP granules with distinct composition, are unknown. One …

Artificial intelligence in cancer target identification and drug discovery

Y You, X Lai, Y Pan, H Zheng, J Vera, S Liu… - … and Targeted Therapy, 2022 - nature.com
Artificial intelligence is an advanced method to identify novel anticancer targets and discover
novel drugs from biology networks because the networks can effectively preserve and …

[HTML][HTML] A reference map of the human binary protein interactome

K Luck, DK Kim, L Lambourne, K Spirohn, BE Begg… - Nature, 2020 - nature.com
Global insights into cellular organization and genome function require comprehensive
understanding of the interactome networks that mediate genotype–phenotype relationships …

[HTML][HTML] A multi-omics integrative network map of maize

L Han, W Zhong, J Qian, M Jin, P Tian, W Zhu… - Nature …, 2023 - nature.com
Networks are powerful tools to uncover functional roles of genes in phenotypic variation at a
system-wide scale. Here, we constructed a maize network map that contains the genomic …

A genome-wide association study of serum proteins reveals shared loci with common diseases

A Gudjonsson, V Gudmundsdottir, GT Axelsson… - Nature …, 2022 - nature.com
With the growing number of genetic association studies, the genotype-phenotype atlas has
become increasingly more complex, yet the functional consequences of most disease …

Scale-free networks are rare

AD Broido, A Clauset - Nature communications, 2019 - nature.com
Real-world networks are often claimed to be scale free, meaning that the fraction of nodes
with degree k follows a power law k− α, a pattern with broad implications for the structure …