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AI-driven automated discovery tools reveal diverse behavioral competencies of biological networks.
Elife
January 2025
Allen Discovery Center, Tufts University, Medford, United States.
Many applications in biomedicine and synthetic bioengineering rely on understanding, mapping, predicting, and controlling the complex behavior of chemical and genetic networks. The emerging field of diverse intelligence investigates the problem-solving capacities of unconventional agents. However, few quantitative tools exist for exploring the competencies of non-conventional systems.
View Article and Find Full Text PDFPhase transitions, Dirac and Weyl semimetal states in MnGeBiTe.
Sci Rep
January 2025
Saint Petersburg State University, St. Petersburg, 198504, Russia.
Using angle-resolved photoemission spectroscopy (ARPES) and density functional theory (DFT), an experimental and theoretical study of changes in the electronic structure (dispersion dependencies) and corresponding modification of the energy band gap at the Dirac point (DP) for topological insulator (TI) [Formula: see text] have been carried out with gradual replacement of magnetic Mn atoms by non-magnetic Ge atoms when concentration of the latter was varied from 10% to 75%. It was shown that when Ge concentration increases, the bulk band gap decreases and reaches zero plateau in the concentration range of 45-60% while trivial surface states (TrSS) are present and exhibit an energy splitting of 100 and 70 meV in different types of measurements. It was also shown that TSS disappear from the measured band dispersions at a Ge concentration of about 40%.
View Article and Find Full Text PDF"Just Be Relentless," Lessons Learned from In-Hospital Addiction Consult Service Implementation.
J Gen Intern Med
January 2025
Section of Addiction Medicine in Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, USA.
Background: Hospitalization is a "reachable" moment to engage people in addiction care. Addiction consult services (ACSs) have been shown to improve outcomes for hospitalized patients with substance use disorders (SUDs). Despite this, most hospital systems do not provide hospital-based addiction care or have an ACS.
View Article and Find Full Text PDFPain and the perception of space in fibromyalgia.
Sci Rep
January 2025
NPSY.Lab-VR, Department of Human Sciences, University of Verona, Lungadige Porta Vittoria 17, Verona, Italy.
The Economy of action hypothesis postulates that bodily states rescale the perception of the individual's environment's spatial layout. The estimation of distances and slopes in navigation space (i.e.
View Article and Find Full Text PDFBackbone extraction through statistical edge filtering: A comparative study.
PLoS One
January 2025
LIB, Université de Bourgogne, Franche-Comté, Dijon, France.
The backbone extraction process is pivotal in expediting analysis and enhancing visualization in network applications. This study systematically compares seven influential statistical hypothesis-testing backbone edge filtering methods (Disparity Filter (DF), Polya Urn Filter (PF), Marginal Likelihood Filter (MLF), Noise Corrected (NC), Enhanced Configuration Model Filter (ECM), Global Statistical Significance Filter (GloSS), and Locally Adaptive Network Sparsification Filter (LANS)) across diverse networks. A similarity analysis reveals that backbones extracted with the ECM and DF filters exhibit minimal overlap with backbones derived from their alternatives.
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