In this research field, we are faced with a problem of information transmission through a wireless sensor network. Different strategies for clustering and cluster head selection and secure and low-power routing for data transmission in WSN have…
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Combined application of numerical simulation and machine learning in debris flow hazard mapping
Huang, H., Wang, Y., Li, Y., Zhou, Y. & Zeng, Z. Debris flow susceptibility assessment in china: A comparison between traditional statistical and machine learning methods. Remote Sens. 14, 4475. https://doi.org/10.3390/rs14184475 (2022).
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Integrative Mendelian randomization and multi-omics analysis identifies anti-allergic drug targets associated with cardiovascular disease risk
A comprehensive MR analysis was performed on 139 eQTLs linked to anti-allergic drugs within discovery cohorts of 122,733 CAD patients, 68,157 HF patients, 395,795 MI patients, and 60,620 AF patients. Subsequently, these eQTLs were validated in…
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A sphingolipid-derived paclitaxel nanovesicle enhances efficacy of combination therapies in triple-negative breast cancer and pancreatic cancer
Chemical synthesis
The detailed step-by-step approaches of chemical synthesis have been deposited in the protocols.io repository27.
Ethical statement
All mice studies were approved (protocol no. 19-545) by University of Arizona (UArizona)…
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Photocatalytic and theoretical study of CoS nanoparticles for sustainable dye removal from wastewater
Fig. 1 (a) XRD of CoS nanoparticle, (b) N2 adsorption/desorption isotherm of CoS nanoparticle, (inset: pore size distribution).
Scheme 1 represents the simple precipitation approach that was used to develop the CoS nanocomposite, which included…
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Optimization of dynamic incentive strategies for public transportation based on reinforcement learning and network synergy effect
Based on the research gaps revealed by the literature review, this study proposed the Dynamic Incentive Strategy-Heterogeneous Response Collaborative Model (DIS-HARM) , which integrated the reinforcement learning framework, heterogeneous user…
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Solving the coupled Gerdjikov–Ivanov equation via Riemann–Hilbert approach on the half line
The expressions and notations employed within this research
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The Pauli matrix is marked as \(\theta _{3}\), \(\theta _{3}=\left( \begin{array}{cc}1 & 0 \\ 0 & -1 \\ \end{array}\right)\), \(\theta _{-}=\left(…
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Polygenic risk score as a tool to predict gestational weight gain and gestational diabetes among pregnant women in Taiwan
Li G, Wei T, Ni W, Zhang A, Zhang J, Xing Y, et al. Incidence and risk factors of gestational diabetes mellitus: a prospective cohort Study in Qingdao, China. Front Endocrinol. 2020;11:636.
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The epiMelanoma test enables plasma-based detection of melanoma and prediction of immunotherapy response
Developing pan-cancer markers: a universal methylation identifier for 36 distinct cancers
We employed a method detailed in our previous study20, to identify CpG sites unmethylated in normal tissues and consistently methylated in tumors. This…
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