Machine learning-based prediction of optimal antenatal care utilization among reproductive women in Nigeria by Jamilu Sani, Adeyemi Oluwagbemiga, Mohamed Mustaf Ahmed

“…Traditional statistical models often fall short in identifying complex non-linear relationships in population health data. Machine learning (ML) offers a promising alternative that uncovers hidden patterns and improves prediction accuracy. …”
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SiMBA-Augmented Physics-Informed Neural Networks for Industrial Remaining Useful Life Prediction by Min Li, Jianfeng Qin, Haifeng Fan, Ting Ke

“…This physics-aware framework achieves deployable and interpretable RUL prediction by balancing accuracy with linear-time complexity.…”
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Pengaruah Self-Confidence terhadap Kemampuan Komunikasi Matematis pada Mahasiswa Pendidikan Matematika by Nia Jusniani, Ardi Dwi Susandi, Muhammad Tusaldi Junian Satrio, Dendi Setiadi

“…Pengujian hubungan antara variabel dilakukan melalui regresi linear sederhana. Sampel dalam penelitian ini terdiri dari 86 mahasiswa pendidikan matematika Universitas Suryakancana. …”
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PENGARUH PEMUTUSAN HUBUNGAN KERJA ( PHK ) DAN POTONG GAJI TERHADAP KESEHATAN MENTAL KARYAWAN UMKM DI LAMPUNG TIMUR PADA ERA PANDEMIC COVID 19 by Susi Sulastri, Dede

“…Teknik analisis data menggunakan rumus regresi linear, dengan bantun SPSS. Hasil penelitian menunjukan bahwa terdapat pengaruh negatif pemutusan hubungan kerja (PHK) terhadap kesehatan mental karyawan UMKM di Lampung Timur, selain itu juga diketahui bahwa terdapat pengaruh negatif Pemotongan gaji terhadap kesehatan mental karyawan UMKM di Lampung Timur. …”
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The Study of Serum Vitamin D and Insulin Resistance in Chinese Populations with Normal Glucose Tolerance by Lin Ding, Congcong Wang, Heliang Ma, Yuling Tian, Yong Lu, Shuguang Pang

“…Pearson correlation analyses showed that serum 25(OH)D was negatively associated with age, BMI, Lg (HOMA-IR), and Lg (FINS). Multivariate linear regression analysis confirmed the negative correlation of Lg (HOMA-IR) and 25(OH)D. …”
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Parallelization of Rainbow Tables Generation Using Message Passing Interface: A Study on NTLMv2, MD5, SHA-256 and SHA-512 Cryptographic Hash Functions by Mark Vainer, Arnas Kačeniauskas, Nikolaj Goranin

“…The first experiment assessed parallel performance, showing near-linear speedup and 95–99% efficiency across varying numbers of nodes. …”
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Association of physical fitness with visceral fat status and metabolic dysfunction-associated fatty liver disease in individuals with spinal cord injury using manual wheelchair in... by Minjun Kim, Inhwan Lee

“…Results: As the physical fitness level was decreasing, a significant linear trend toward increasing new visceral adiposity index (p < 0.01) and FLI (p < 0.01) scores were observed. …”
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Potential Use of Cefiderocol and Nanosilver in Wound Dressings to Control Multidrug-Resistant Gram-Negative Bacteria by Żaneta Binert-Kusztal, Agata Krakowska, Iwona Skiba-Kurek, Magdalena Luty-Błocho, Anna Kula, Aldona Olechowska-Jarząb, Przemysław Dorożyński, Tomasz Skalski

“…Mechanistically, high concentrations of silver may antagonize cefiderocol’s action by inhibiting bacterial surface proteins involved in siderophore-mediated uptake. Generalized linear modeling confirmed that the strain type, silver form, concentration, and their interactions significantly influenced inhibition zones. …”
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Effectiveness of trauma-focused art therapy (TFAT) for psychological trauma: study protocol of a multiple-baseline single-case experimental design by Hans Wouters, Jackie Heijman, Karin Alice Schouten, Suzanne Haeyen

“…Quantitative outcomes will be analysed with linear mixed models using the MultiSCED web application. …”
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Effects of Cloud Cover on Surface Sublimation at 4,817 m a.s.l. on the Flat‐Top August‐One Glacier of the Northern Tibetan Plateau by Shuhai Guo, Yueping Li, Rensheng Chen, Chuntan Han

“…We noted that the specific humidity gradient and wind speed combined as a more important role in determining sublimation based on the multiple linear regression analysis. Overall, on this westerly dominated glacier, the weak sublimation in overcast conditions was primarily associated with the combined effect of significantly higher air moisture and decreased wind speed. …”
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DESEMPENHO DOS PRINCIPAIS ESTADOS BRASILEIROS EXPORTADORES DE ERVA-MATE (2000-2020) by Leticia Favaretto, Juliana Favaretto, Fernanda Cigainski Lisbinski, Daniel Arruda Coronel

“…Para atingir esse objetivo, utilizaram-se os índices de Vantagens Comparativas Reveladas (IVCR) e de Posição Relativa (IPR) e construiu-se uma matriz de desempenho conforme a tendência linear da série histórica desses dois índices. Os estados considerados no presente estudo foram: Bahia, Goiás, Mato Grosso do Sul, Minas Gerais, Paraná, Rio de Janeiro, Rio Grande do Sul, Santa Catarina e São Paulo. …”
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A compact high flux polarized neutron beam generator by Jun Yuan, Tengfei Ma, Jing Pan, Jie Zhang, Cheng Zhang

“…The neutron beam generator adopted a linear three compartment configuration, sequentially using nitrogen nucleus tandem near range accelerated polarization target spallation nuclear reaction technology, neutron multiplication technology, neutron beam polarization and near range acceleration technology, neutron focusing and shooting control technology. …”
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Aroma components analysis of 'Marselan' dry red and rose wines in different producing areas by CHEN Jiawei, QIN Yanfei, SUN Jianping

“…The fruit aroma and cheese aroma of rose wine were prominent, and the contribution of linear fatty acid ethyl ester, fatty acid and isoamyl acetate was significant. …”
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The emotional equation: how psychosocial support boosts safety practices in the context of construction 5.0 by Lei Zhang, Jingfeng Yuan, Xianfei Yin, Tiantian Gu, Yinghao Lu, Ping Liu, Mirosław Skibniewski, Mirosław Skibniewski, Mirosław Skibniewski

“…The data were analyzed using linear regression models and the bootstrap method.ResultsThe findings reveal that: (1) psychosocial support positively influences both safety participation and safety practices; (2) safety participation enhances safety practices; (3) safety participation fully mediates the effect of psychosocial support on safety practices; and (4) leadership safety behavior positively moderates the relationship between safety participation and safety practices.ConclusionThis study extends the job demands-resources framework by illustrating the flow of emotional resources in the context of Construction 5.0, thereby highlighting the principles of multi-level emotional resources in the relationship between emotion and safety. …”
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DETERMINATION OF 3-HYDROXY-3-PYRROLINE-2-ONE IN URINE AND STUDY OF ITS EXCRETION FROM THE ORGANISM OF LABORATORY ANIMALS by E. A. Bulgakova, Yu. N. Karpenko, T. I. Yarygina

“…The validation was carried out in accordance with the requirements for bioanalytical methods, in terms of selectivity, linearity, precision and accuracy. The study of excretion of KOH-1 was performed on white non-linear male rats weighing 300-400 g. …”
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Virtual reality intervention to improve apathy in residential aged care: protocol for a multisite non-randomised controlled trial by Megan Corlis, Hannah A D Keage, Dimitrios Saredakis, Tobias Loetscher

“…Primary and secondary outcomes at baseline and follow-up will be analysed using linear mixed modelling.Ethics and dissemination Ethics approval was obtained from the University of South Australia Human Research Ethics Committee. …”
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Design and initial results of a multi-phase randomized trial of ceftriaxone in amyotrophic lateral sclerosis. by James D Berry, Jeremy M Shefner, Robin Conwit, David Schoenfeld, Myles Keroack, Donna Felsenstein, Lisa Krivickas, William S David, Francine Vriesendorp, Alan Pestronk, James B Caress, Jonathan Katz, Ericka Simpson, Jeffrey Rosenfeld, Robert Pascuzzi, Jonathan Glass, Kourosh Rezania, Jeffrey D Rothstein, David J Greenblatt, Merit E Cudkowicz, Northeast ALS Consortium

“…<h4>Results</h4>Stage 1 analysis revealed linear pharmacokinetics, and CSF trough levels for both dosage levels exceeding the pre-specified target trough level of 1 µM (0.55 µg/mL). …”
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Advancing equity in healthcare systems: understanding implicit bias and infant mortality by Sophia M. Gran-Ruaz, Shruti Mistry, M. Myriah MacIntyre, Dana Strauss, Sonya C. Faber, Monnica T. Williams

“…We examined state-level mean Black-White Implicit Association Test (BW-IAT) Bias Scores and controlled for explicit bias scores and White infant mortality rates for over 1.7 million American participants across ten different ethnoracial groups between 2018–2020. Hierarchical linear regressions determined state-level anti-Black implicit bias significantly predicted state-level Black infant mortality rates, above and beyond explicit bias and White infant mortality, in 2018 (b = .32, t(34) = 2.09, p < .05), 2019 (b = .30, t(34) = 2.09, p < .05), and 2020 (b = .32, t(34) = 2.18, p < .05). …”
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Radiosurgery for Arteriovenous Malformations Using Micro–Multi-leaf Collimators: Analyses of Outcome by Milan Anjanappa, E. R. Jayadevan, Saju Bhasi, Sumod M. Koshy, Preethi S. George, Asha Arjunan, P. Raghukumar, Beela S. Mathew

“…All patients were treated with a frameless radiosurgery system using micro-MLC–based linear accelerator (LINAC). Obliteration of the lesion was assessed with either magnetic resonance angiogram (MRA) or digital subtraction angiography (DSA). …”
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Comparative evaluation of cows of different lineages according to their productivity and reproductive qualities by S. V. Titova

“…For comparative analysis, groups of animals were formed in accordance with their linear affiliation: the first group – individuals of the Vis Beck Ideal 1013415 line, the second – the Montwick Chieftain 95679 line, the third – the Reflection Sovering 0198998 line. …”
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