Optic nerve head recovery following the iop-lowering surgery in the eye with early juvenile glaucoma-nine years follow up by Marković Vujica, Vuković Dragan, Marjanović Ivan, Petrović-Pajić Sanja, Radosavljević Aleksandra, Ilić Aleksandra, Marić Vesna

“…The rim area increased to 1.716 mm2 (0.958 mm2 preoperative) rim volume, was 0.666 mm3 (0.195 mm3 preoperative) while cupdisc (C/D) ratio decreased to 0.330 (0.626 preoperative) as well as linear C/D=0.574 (0.791 preoperative). Neuroretinal rim (NR) was preoperatively preserved in the Ti segment, damaged in T, Ts, N, Ns segments, and borderline in the Ni segment. …”
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Deep learning-enabled exploration of global spectral features for photosynthetic capacity estimation by Xianzhi Deng, Xiaolong Hu, Liangsheng Shi, Chenye Su, Jinmin Li, Shuai Du, Shenji Li

“…However, vegetation indices-based linear regression exhibits insufficient utilization of spectral information, while full spectra-based traditional machine learning has limited representational capacity (partial least squares regression) or uninterpretable (convolution). …”
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Are taxes to sugar-sweetened beverages and non-essential energy dense food implemented in Mexico regressive? by J Alai Quiroz-Reyes, Jesús Enrique Morales-Ríos, Adriana Vargas-Flores, Néstor A Sánchez-Ortiz, M Arantxa Colchero

“…We derived uncompensated own price elasticities using the Linear Approximation of the Almost Ideal Demand System.…”
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Inhibition and kinetic studies on purified peroxidase from rhizome of turmeric (Curcuma longa L.) by Omowumi Funke Adedugbe, Olutosin Samuel Ilesanmi, Victory Ayo Olagunju, Ayodele O. Kolawole

“…Lineweaver–Burk plots of initial velocity data at fixed and varying concentrations of the two substrates, catechol and hydrogen peroxide, showed linear patterns with intersection on the x-axis in the third quadrant suggesting sequential ordered bi bi mechanism of substrate addition to the peroxidase. …”
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Modified oil extraction of pristine and weathered synthetic polyurea microcapsules and polyethylene microplastics from soil by Eva-Maria Teggers, Svetlana Heck, Boris Meisterjahn, Markus Simon, Dieter Hennecke, Roman Heumann, Holger Egger, Philipp Dalkmann, Annika Jahnke, Andreas Schäffer

“…MP polymers, such as linear low-density polyethylene (LLDPE) and polyurea (PUA) are commonly applied to soils for mulching and pesticide application and their fate needs to be better understood. …”
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Amyloid‐related changes in fluency in patients with subjective cognitive decline by Rosanne L. vanden Berg, Elke Butterbrod, Casper deBoer, Lisa‐Marie Schlüter, Argonde C. vanHarten, Charlotte E. Teunissen, Elsmarieke van deGiessen, Wiesje M. van derFlier, Sietske A. M. Sikkes

“…Associations between fluency trajectories, amyloid status, and clinical progression were examined with linear mixed models and joint models. RESULTS Amyloid‐positive individuals declined faster than amyloid‐negative individuals on semantic fluency (B = −0.35, p < 0.001), but not on phonemic fluency (B = −0.06, p = 0.218). …”
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Comparison of alveolar bone thickness and height after slow expansion using quad-helix or clear aligners by Maha Bahammam, Tarek El-Bialy

“…The data collected was analyzed using linear and angular measurements obtained through On-demand 3D App software. …”
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Experimental and numerical study of the acoustic performance of a novel composite core thermal break by Tran-Van Han, Gayoon Lee, Yun-Seong Shin, Sungwoo Woo, Kihak Lee

“…A parametric study further revealed a nearly linear correlation between EPS layer thickness and sound insulation efficacy. …”
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Virtual Antenna Array and Multipath AOA-Delay Fingerprints Based Location for Moving Targets by Zhigang Chen, Lei Wang, Lu Chen

“…., the CFRs of a virtual uniform linear array (VULA), to extract the equivalent multipaths&#x2019; AOAs and delays as the radio fingerprints, which vary much more slowly than the RSS/CSI fingerprints in the space domain. …”
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A Geometric Approach to Nonlinear Control of a Research Aircraft by Manmohan Sharma, Soumya Ranjan Mahapatro

“…Again, it is also observed that the average variation around mean in linear velocity along the body X-axis is very small i.e only 0.68 m/s in the proposed method as compared to INDI-SMC where it is 1.9 m/s.…”
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Dedifferentiation of brain functional gradient captures cognition performance and stroke occurrence: A UK Biobank study by Chenye Shen, Chaoqiang Liu, Nanguang Chen, Anqi Qiu

“…We utilized brain images and clinical data from the UK Biobank, comprising 23,578 participants aged 44–82. Linear regression was employed to assess relationships between the network dedifferentiation along the principal functional gradient and age, and cognitive performance across six domains in a normal aging population. …”
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An Advanced Method for Precise ULA SIMO Radar Calibration Utilizing Synthetic Aperture Radar Imaging Artifacts by Michael Braunwarth, Johanna Geiss, Erik Sippel, Martin Vossiek

“…This publication presents a novel calibration method that achieves exceptionally high accuracy for single-input multiple-output (SIMO) radars with uniform linear arrays (ULAs) by estimating amplitude and phase deviations as well as mutual coupling between the channels. …”
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Mapping Tropical Forested Wetlands Biomass with LiDAR: A Machine Learning Comparison by Jonathan V. Solórzano, Candelario Peralta-Carreta, J. Alberto Gallardo-Cruz

“…Data were collected from 25 1250-m² plots, and three modeling approaches—linear regression, random forest, and XGBoost—were employed to estimate the AGB. …”
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Individual variation in preference behavior in sailfin fish refines the neurotranscriptomic pathway for mate preference by Rebecca L. Young, Sarah M. Price, Molly Schumer, Silu Wang, Molly E. Cummings

“…We profiled females that exhibited high levels of social affiliation and great variation in preference behavior to identify an order of magnitude more differentially expressed genes associated with behavioral variation than by differences in social context. Using a linear model (limma), we took advantage of the individual variation in preference behavior to identify unique gene sets that exhibited distinct correlational patterns of expression with preference behavior in each social context. …”
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Improving air quality prediction using hybrid BPSO with BWAO for feature selection and hyperparameters optimization by Mohamed S. Sawah, Hela Elmannai, Alaa A. El-Bary, Kh. Lotfy, Osama E. Sheta

“…Machine learning models, including Random Forest (RF), Gradient Boosting (GB), K-Nearest Neighbors (KNN), Multi-Layer Perceptron (MLP), Support Vector Machine (SVM), and Linear Regression (LR), were evaluated before and after feature selection. …”
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The impact of public investment on enrollment and innovation: Strategic management insights from Kazakhstan by Dina Ashirbekova, Akan Nurbatsin, Anel Kireyeva

“…The study employs econometric analysis methods, including the evaluation of multiple linear regression models, vector autoregressive models, and Granger causality tests. …”
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Machine learning applications in river research: Trends, opportunities and challenges by Long Ho, Peter Goethals

“…Matrix factorisation and linear models have been the most popular ML algorithms, with around 1300 and 800 publications on these topics in 2020 respectively. …”
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THE DEPENDENCE OF DIELECTRIC PERMEABILITY AND SPECIFIC VOLUME RESISTANCE OF POLYMER COMPOSITES ON THE CONCENTRATION OF NANO-DIMENSIONAL ALUMINIUM PARTICLES AND CARBON BLACK FILLERS by A. S. Akhriev, Z. Kh. Gaytukieva, B. I. Kunizhev, R. B. Tkhakakhov

“…An exponential approach was used throughout the study to better control the region of small additives; this control was impossible to achieve using a linear distribution of nanofillers among the small additives. …”
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Predicting the Recurrence of Differentiated Thyroid Cancer Using Whale Optimization-Based XGBoost Algorithm by Keshika Shrestha, H. M. Jabed Omur Rifat, Uzzal Biswas, Jun-Jiat Tiang, Abdullah-Al Nahid

“…The modifications that we introduced in the original WOA algorithm are a piecewise linear chaotic map for population initialization and inertia weight. …”
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Cinética del secado de tomillo Drying kinetics of thyme by Ronicely P. da Rocha, Evandro de C. Melo, José B. Corbín, Pedro A. Berbert, Sérgio M. L. Donzeles, Jon A. Tabar

“…For the adjustment of the mathematical models to the experimental data non-linear regression was performed using Simplex-Quasi-Newton method. …”
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