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Machine learning analysis of integrated ABP and PPG signals towards early detection of coronary artery disease
Disease detection on exterior surfaces of buildings using deep learning in China
Modified bentonite @ microwave for Mn(VII) removal with a simulation study
Abstract A reasonably priced and easily available natural bentonite was used to remove Mn(VII) ion from polluted water. The purpose of this research is to investigate the structural and adsorption capacity changes of microwave-treated bentonite following Mn(VII) ion adsorption. The two forms of bentonite (natural and microwave-assisted) were characterized with respect to the chemical composition and structural morphology (XRD, EDX and FTIR) in addition to pore size distribution and surface area. The structure of the microwave-treated bentonite showed partial damage of the framework of silica, and new surface nucleation centers are developed during microwave treatment. Montmorillonite was deemed to be the prevailing phase. The total surface area and the average pore size distribution were changed from (277,624 m2/g and 4,9118 nm) to (327,085 m²/g and 4.1691 nm) after microwave treatment. BET surface area expanded, hence enhancing the adsorption ability of Mn(VII) ions approximately 18.0% more than that of the untreated bentonite B. FTIR and SEM morphology pointed out the Mn(VII) adsorption ions onto the microwave-treated bentonite.
Cadmium passivation induced negative differential resistance in cove edge graphene nanoribbon device
Abstract Graphene nanoribbons (GNRs) have emerged as promising candidates for nanoelectronic devices due to their unique electronic and transport properties. In this study, we investigate the impact of passivation on cove-edge graphene nanoribbon (CGNR) using both cadmium (Cd) and hydrogen (H) atoms. Through a comprehensive density functional theory (DFT) analysis coupled with non-equilibrium Green’s function (NEGF) simulations, we explore the electronic transport properties and device behavior of these passivated CGNRs. Our results reveal a distinctive semiconductor-to-metal transition in the electronic properties of the Cd-passivated CGNRs. This transition, induced by the interaction between Cd atoms and the GNR edges, leads to a modulation of the bandstructure and a pronounced shift in the conductance characteristics. Interestingly, the Cd-passivated CGNR devices exhibit negative differential resistance (NDR) with remarkably high peak-to-valley current ratios (PVCRs). NDR is a phenomenon critical for high-speed switching, enables efficient signal modulation, making it valuable for nanoscale transistors, memory elements, and oscillators. The highest PVCR is measured to be 53.7 for Cd-CGNR-H which is x10 and x17 times higher than strained graphene nanoribbon and silicene nanoribbon respectively. These findings suggest the promising potential of passivated CGNRs as novel components for high-performance nanoelectronic devices.
A cross-sectional observational study of the association between biochemistry profiles and the risk of age-related macular degeneration
Periplaneta americana extract improves recurrent oral ulcers through regulation of TLR4/NF-κB and Nrf2/HO-1 pathways
Deep learning based automatic quantification of aortic valve calcification on contrast enhanced coronary CT angiography
Incorporating soil information with machine learning for crop recommendation to improve agricultural output
Author Correction: Cep78 knockout causes sterility and oligoasthenoteratozoospermia in male mice
Identification and validation of hub genes associated with biotic and abiotic stresses by modular gene co-expression analysis in Oryza sativa L.
Abdominal aortic aneurysm is a systemic and generalized arteriomegaly in mice and humans
Context-dependent modulations in zebra finch distance calls revealed by a novel goal-directed vocalization paradigm
Maternal experience of intimate partner violence, maternal depression, and parental stress are not associated with child telomere length in Bangladesh
Abstract Shorter telomere length (TL) is associated with an increased risk for developing chronic or age-related diseases in adults. The process of telomere shortening is accelerated in response to stress and is well characterized in adult populations from high-income countries. Prior studies suggest the relationship between stress, shorter TL, and disease risk initiates in early life. Nested within the WASH Benefits Bangladesh trial, we examined associations between parental stressors, including maternal exposure to intimate partner violence (IPV), maternal depressive symptoms, and parental perceived stress, and child TL in rural Bangladesh. We measured whole blood relative TL in 660 children at median age 14 months and 702 children at median age 28 months. We estimated mean differences between the 25th and 75th percentile or absence and presence of each exposure using generalized additive models. IPV during pregnancy was associated with more TL attrition between 14 and 28 months (− 0.32 (95% CI − 0.64, − 0.01), p-value 0.05). This association was not significant after correction for multiple comparisons. Other parental psychosocial stressors were not associated with child TL outcomes at 14 or 28 months of age in rural Bangladesh. Telomere biology during early-life development may vary across settings.