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22641
ANN-based two hidden layers computational procedure for analysis of heat transport dynamics in polymer-based trihybrid Carreau nanofluid flow over needle geometry
Published 2025-06-01“…Numerical computation of ODEs is made by a well-known bvp4c scheme and then an advanced artificial neural network (ANN) computational framework is integrated to train the resulting dataset, which is based on scaled conjugate gradient neural network (SCG-NN) to facilitate predictions regarding advanced solutions. Findings: The velocity profile of a trihybrid nanofluid decreases with an increasing values of Weissenberg number and magnetic parameter but in case of numeric growth in Carreau index parameter, the magnitude of velocity is increasing due to shear-thinning behavior. …”
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22642
Turning the Surface Electronic Effect Over Core‐Shell CoS2─FexCo1‐xS2 Nanooctahedra Toward Electrochemical Water Splitting in the Alkaline Medium
Published 2025-01-01“…Catalyzed by the CoS2, Fe0.25Co0.75S2, and Fe0.9Co1.0S2 {111} surfaces, the results of alkaline OER and HER indicated the Fe0.9Co1.0S2 the most superior activities by virtue of the optimized Fe─Co electronic effect. From the predictions by density functional theory (DFT) calculations in reaction thermodynamics, the energy barriers in OER and HER both follow the order of Fe0.9Co0.1S2(111) < Fe0.25Co0.75S2(111) < CoS2(111). …”
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22643
5G Networks Security Mitigation Model: An ANN-ISM Hybrid Approach
Published 2025-01-01“…The main goal of this study is to develop a 5G network security mitigation model (5GN-SMM) that leverages the predictive capabilities of ANN and the analysis of ISM to identify and mitigate security threats by providing practices in 5G networks. …”
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22644
Exploring cement Production's role in GDP using explainable AI and sustainability analysis in Nepal
Published 2025-06-01“…In cross-validation, the Extra Trees model with a mean cross-validation R2 score of 0.93 and a low standard deviation of 0.04 proved to be the best-performing model, as evidenced by lower differences in R2 score across folds compared to other models, demonstrating its high predictive performance. The SHAP (SHapley Additive exPlanations) interpretability analysis indicates that population is the primary factor influencing GDP estimates. …”
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22645
Spatial and temporal variation of Antarctic microbial interactions: a study around the west Antarctic Peninsula
Published 2025-02-01“…Results We report on the seasonal diversity, taxonomic overview, as well as predicted inter-and intra-domain causal effects (interactions) of the bacterial and microbial eukaryotic communities close to the Palmer station and at the Rothera time-series site between July 2013 and April 2014. …”
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22646
Spatial heterogeneity of soil factors enhances intraspecific variation in plant functional traits in a desert ecosystem
Published 2024-12-01“…Our findings provide valuable theoretical basis and reference for predicting plant adaptation strategies under environmental change scenarios.…”
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22647
Cross-code comparison of the edge codes SOLPS-ITER, SOLEDGE2D and UEDGE in modelling a high-power neon-seeded scenario in the DTT
Published 2025-01-01“…The particular set of EIRENE atomic-molecular reactions adopted is found to stiffly restrict the achievable code solutions, which results in the predicted effective charge Z _eff changing from ${\sim}5$ to ${\sim}8$ at the outer mid-plane separatrix. …”
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22648
Fecal methylated syndecan-2 (SDC2) testing for early screening of colorectal cancerous and precancerous lesions: A real-world retrospective study in China
Published 2025-01-01“…Performance indicators associated with certain clinical characteristics, including positive rate (PR), positive predictive value (PPV), and colonoscopy compliance rate (CCR), were subjected to statistical analysis. …”
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22649
Two-dimensional semantic morphological feature extraction and atlas construction of maize ear leaves
Published 2025-02-01“…The results of maize leaf inbred line identification can determine the probability that the corresponding true inbred line ranked within the top 10 of the predicted results is 0.706, within the top 20 is 0.810, and within the top 45 is 0.900. …”
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22650
Incidence, long-term predictors and progression of chronic kidney disease among African migrants and non-migrants: the transcontinental population-based prospective RODAM cohort st...
Published 2025-01-01“…Age, female sex, alcohol use, uric acid levels and hypertension were predictive factors. CKD progression to ESKD was minimal. …”
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22651
Improper lung volume-dose parameters are risk factors for acute fatal radiation pneumonitis among esophageal cancer patients receiving chemoradiotherapy: a case-control study
Published 2025-01-01“…V5 > 80% significantly increased the susceptibility to AFRP and predicted worse overall survival.ConclusionV5 > 60%, V20 > 25% and MLD > 15 Gy are key risk factors for AFRP in EC patients undergoing DCRT. …”
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22652
The expression of BHLHE22 in endometrial carcinoma: Associations with mismatch repair protein expression status, tumor-infiltrating immune cells, programmed death-ligand 1 and clin...
Published 2025-01-01“…The transcription start site region of BHLHE22 contained many predicted PR-binding elements. In EC cells, BHLHE22 expression increased with time after exposure to progesterone. …”
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22653
Correlation between immune signature and high‐density lipoprotein cholesterol level in stage II/III colorectal cancer
Published 2019-03-01“…This study reveals that a low HDL‐C level in stage II/III CRC patients predicts poor prognosis. The correlation between the HDL‐C level and immune signature in tissue specimens suggested that HDL‐C is likely to play an inhibitory role in tumor development via affecting immune responses.…”
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22654
Risk-based triage strategy by extended HPV genotyping for women with ASC-US cytology
Published 2025-12-01“…Compared with conventional strategy, this new risk-based strategy not only had higher specificity (CIN2+: p = .00; CIN3+: p = .01) and positive predictive value (CIN2+: p = .00; CIN3+: p = .03) for detecting CIN2+/3+, but also needed fewer colposcopies to identify each CIN2+/3+.Conclusions A new triage strategy for ASC-US women was successfully constructed based on CIN2+/3+ risks of 14 high-risk and 4 intermediate-risk HPVs, which could significantly reduce unnecessary colposcopies.…”
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22655
Unambiguous identification of fungi: where do we stand and how accurate and precise is fungal DNA barcoding?
Published 2020-07-01“…Mycetozoa, Oomycota) constitute the second largest group of organisms based on global richness estimates, with around 3 million predicted species. Compared to plants and animals, fungi have simple body plans with often morphologically and ecologically obscure structures. …”
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22656
Impacts of free-roaming dogs on spatiotemporal niches of native carnivores in Taiwan
Published 2025-01-01“…We hypothesize that free-roaming dogs dominate spatial and temporal resources, which forces native mesocarnivores to adjust their realized niches to avoid dogs. We predict that threats from free-roaming dogs result in (1) the activity levels of native carnivores being correlated negatively with those of dogs, (2) native carnivores undergoing spatial or temporal avoidance in response to the presence of dogs, and (3) increased spatial or temporal niche overlap among native carnivores. …”
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22657
The impact of dietary metabolizable energy levels on the performance of medium-sized geese: A systematic review
Published 2025-02-01“…This study aimed to investigate the effects of dietary metabolizable energy levels on various performance indicators of medium-sized geese, with the goal of predicting the optimal range of these energy levels. …”
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22658
Association of Early and Late Contrast-Associated Acute Kidney Injury and Long-Term Mortality in Patients Undergoing Coronary Angiography
Published 2021-01-01“…., early CA-AKI, have better predictive value for long-term mortality. Therefore, in clinical practice, physicians should pay more attention to patients with early renal injury related to long-term prognosis and give active treatment.…”
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22659
KMO-driven metabolic reconfiguration and its impact on immune cell infiltration in nasopharyngeal carcinoma: a new avenue for immunotherapy
Published 2025-02-01“…As a potential prognostic biomarker, KMO may offer valuable predictive insights, and targeting KMO could represent a promising therapeutic strategy for NPC, potentially enhancing the efficacy of immunotherapies.…”
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22660
Genome assembly of an endemic butterfly (Minois aurata) shed light on the genetic mechanisms underlying ecological adaptation to arid valley habitat
Published 2024-11-01“…A total of 16,163 protein-coding genes were predicted, of which 91.83% were functionally annotated. …”
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