Travel Time Probability Prediction Based on Constrained LSTM Quantile Regression by Hao Li, Zijian Wang, Xiantong Li, Hua Wang, Yongxing Man, Jinyu Shi

“…The proposed model is compared with the linear quantile regression and neural network quantile regression models, and the model is evaluated in terms of point prediction results and probabilistic prediction results, respectively, to ensure the accuracy of predictions from the model. …”
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Multi-Channel Optical Coherence Elastography Using Relative and Absolute Shear-Wave Time of Flight. by Eli Elyas, Alex Grimwood, Janine T Erler, Simon P Robinson, Thomas R Cox, Daniel Woods, Peter Clowes, Ramona De Luca, Franco Marinozzi, Jérémie Fromageau, Jeffrey C Bamber

“…For homogeneous gels the relative method provided shear-wave speed with acceptable precision and accuracy when judged against the expected linear dependence of shear modulus on gelatine concentration (R2 = 0.95) and ultimate resolution capabilities limited by 184μm inter-channel distance. …”
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Orientation Prediction for VR and AR Devices Using Inertial Sensors Based on Kalman-Like Error Compensation by Le Thi Hue Dao, Truong Thanh Nhat Mai, Wook Hong, Sanghyun Park, Hokwon Kim, Joon Goo Lee, Min-Seok Kim, Chul Lee

“…First, the initial prediction of the orientation is estimated by assuming linear movement. Then, to improve the prediction accuracy, the accuracies of previous predictions are taken into account by computing the orientation difference between the current orientation and previous prediction. …”
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Trends in the Prevalence, Awareness, Treatment, and Control of Hypertension in Nepal between 2000 and 2025: A Systematic Review and Meta-Analysis by Raja Ram Dhungana, Achyut Raj Pandey, Nipun Shrestha

“…We applied the random-effects model to compute the pooled prevalence in the overall population and among subgroups in each 5-year interval period between 2000 and 2020. We used linear meta-regression analysis to predict hypertension from 2000 to 2025. …”
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Study on X-ray fluorescence measurement method for Fe content in secondary circuit sampling filter membranes of nuclear power plants by Yu Zhang, Jin-Zhe Zhang, Hong-Yu Chen

“…Results demonstrated a strong linear correlation (R2 > 0.99) between XRF and AAS measurements, with XRF achieving a lower detection limit (0.51 μg/cm2 vs. 4.91 μg/cm2). …”
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Preschoolers’ Production of L2 Vowels Is Affected by Input Quality: A Longitudinal Study by Monika Kučerová, Šárka Šimáčková

“…We modelled normalised vowel height and retraction using linear mixed effects models. In newly learnt words, participants produced L2 /ɛ/ as higher than /æ/, showing greater separation of the vowels than in earlier-learnt words. …”
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Validating a virtual source model based in Monte Carlo method for profiles and percent depth doses calculation by Renata Aline Del Nero, Marcos Vinicius Nakaoka Nakandakari, Hélio Yoriyaz

“…More specifically, it has received more attention in clinical treatment planning with the development of more efficient computer simulation techniques. In linear accelerator modeling by the Monte Carlo method, the phase space data file (phsp) is an alternative representation for radiation source. …”
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Testing the pollution haven and inverted N-shaped EKC hypotheses in the ASEAN Region: The impact of FDI and energy mix on environmental quality by Abdullah Al Numan, Farian Tahrim, Miguel Angel Esquivias, Mithun Kumar Biswas, Martha Ranggi Primanthi

“…The findings indicate a non-linear (N-shaped) relationship between FDI and EFP, where both the pollution heaven (PHH) and Pollution Halo effect can occur depending on the stage of FDI inflow. …”
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Improved UAV Target Detection Model for RT-DETR by Yong He, Yufan Pang, Guolin Ou, Renfeng Xiao, Yifan Tang

“…Secondly, the Extreme Perceptive Linear Attention (EPLA) mechanism is designed and introduced to improve the AIFI module, which enhances the model’s attention to the key information by considering the positive and negative polarity interactions between the query and the key. …”
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Peer reviews of peer reviews: A randomized controlled trial and other experiments. by Alexander Goldberg, Ivan Stelmakh, Kyunghyun Cho, Alice Oh, Alekh Agarwal, Danielle Belgrave, Nihar B Shah

“…Further, we assess the amount of miscalibration of evaluators of reviews using a linear model of quality scores and find that it is similar to estimates of miscalibration of paper reviewers at NeurIPS. …”
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The Relation between the Fear-Avoidance Model and Constructs from the Social Cognitive Theory in Acute WAD by Maria Sandborgh, Ann-Christin Johansson, Anne Söderlund

“…Bivariate correlational, simple linear regression, and multiple regression analyses were used. …”
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Inorganic carbon assimilation by planktonic community in Santos Basin, Southwestern Atlantic Ocean by Deborah S. Kutner, Jeff S. Bowman, Flávia M. P. Saldanha-Corrêa, Mateus G. Chuqui, Pedro M. Tura, Daniel L. Moreira, Frederico P. Brandini, Camila N. Signori

“…Rates were analyzed using statistical tests to verify spatial differences between groups of samples and generalized linear models to identify correlations with environmental variables (temperature, salinity, density, mixed layer depth, dissolved oxygen, nitrite, nitrate, silicate, phosphate, turbidity, CDOM, and phycoerythrin and chlorophyll-a concentrations). …”
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Fabrication of cylindrical diffusion-facilitated organic electrochemical transistor and its sweat glucose sensing application by Jamal Mohamed S., Sasi Karan Ramanujam Rajakumar, Murugasenapathi N. K., Tamilarasan Palanisamy

“…The cylindrical diffusion of ions into the channel is confirmed by the parallel combination of a resistor and Warburg impedance in electrochemical impedance spectroscopy. The non-linear current–voltage characteristics of the device closely follow Bernard-Malliaras model. …”
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Algorithm for False Alarm Stabilization against the Background of Nonstationary Noise with Trend Estimation by V. A. Belokurov, T. Q. Nguyen

“…The proposed algorithm is based on a linear approximation of the average noise level within a sliding window using the least squares method with subsequent compensation for changes in the average value. …”
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External beam radiation therapy as an alternative to brachytherapy for locally advanced cervical cancer by Zh. A. Startseva, P. A. Lushnikova, E. S. Sukhikh

“…The use of modern devices for radiation therapy, such as the linear electron accelerator and modern planning stations for medical physicists, may make it possible to use a new option in the treatment of patients with locally advanced cervical cancer – the use of stereotactic boost. …”
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Inverse relationship between serum carotenoid levels and obesity prevalence in children and adolescents: a nationwide cross-sectional analysis by Zhiyuan Chen, Yuanfeng Zhang, Jianyou Shi

“…The impact of individual exposure to six serum carotenoids (α-carotene, β-carotene, α-cryptoxanthin, β-cryptoxanthin, combined lutein/zeaxanthin, and total lycopene) on adiposity measures, including BMI and obesity, was assessed through survey-weighted logistic and linear regression models. Weighted quantile sum (WQS) regression was adopted to estimate the effect of exposure to a combination of six serum carotenoids on adiposity measures. …”
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Simultaneous Determination of Reserpine, Rescinnamine, and Yohimbine in Human Plasma by Ultraperformance Liquid Chromatography Tandem Mass Spectrometry by Muzaffar Iqbal, Aftab Alam, Tanveer A. Wani, Nasr Y. Khalil

“…The analytical response was found to be linear in the range of 0.36–400, 0.27–300, and 0.23–250 ng/mL with lower limit of quantification of 0.36, 0.27, and 0.23 ng/mL for reserpine, rescinnamine, and yohimbine, respectively. …”
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HPLC Quantitative Analysis of Main Stilbenes and Flavones in Different Parts of Matteuccia struthiopteris by Shubei Li, Dong Zhang, Lan Yang, Yujie Li, Xiaoxin Zhu, Eva Kmoníčková, Zdeněk Zídek

“…The method was validated by specificity, linearity, accuracy (recovery), and precision tests (repeatability, intra- and interday). …”
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Association between neutrophil percentage to albumin ratio and cardiovascular disease in the metabolic syndrome population by Chengjun Li, Hongrui Lu, Haorui Chu, Wei Peng, Meiling Xu

“…In the subgroup analysis by sex and age, a linear association was found only in females, while others showed a nonlinear relationship. …”
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Innovation in Technology, Financial Literacy, and Security Risk in Cardless Withdrawals: Case Study on Customers Adoption at Bank Syariah Indonesia by Ricky Henderianto, Hendri Hermawan Adinugraha, Muhammad Shultoni, Rizky Andrean

“…Data analysis included classical assumption tests, multiple linear regression, and hypothesis testing. Findings: The results indicate that technological innovation and security risk positively and significantly inthe fluence the adoption of cardless withdrawal services. …”
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