RNA sequencing and immunohistochemistry jointly improve tumor biomarker interpretation by Vladimir Kushnarev, Danil Stupichev, Suren Davitavyan, Kirill Kriukov, Basavaraja U. Shanthappa, Anna Butusova, Sofia Menshikova, Anna Belozerova, Anastasia Shvyrkova, Arina Tkachuk, Olga Khatenkova, Linda Balabanian, Ekaterina Postovalova, Jochen K. Lennerz, Funda Meric-Bernstam, Alexander Bagaev

“…Correlations between RNA-seq data and IHC scores were determined using Spearman’s correlation coefficients, with RNA-seq cut-offs established to distinguish positive from negative IHC scores. …”
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Multifunctional analysis of CaX2Bi2O9 (X = Nb, V, Ta, and Pa) compound by first principles framework for photovoltaic applications by Nawishta Jabeen, Ahmad Hussain, Ameer Hamza, Omer Musa, Nagappan Beemkumar, Jajneswar Nanda

“…Optical properties, including the dielectric function, refractive index, reflectivity, absorption, and energy loss function, are determined using the Kramers–Kronig relations. Notably, the compounds exhibited high absorption coefficients (∼105 cm−1), underscoring their potential for applications in optical devices. …”
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Dysphagia is a risk factor of malnutrition in X-linked Dystonia-Parkinsonism by Tabitha H. Kao, Perman Gochyyev, Nutan Sharma, Jan K. de Guzman, Melanie Supnet Wells, Patrick Acuna, Shasha Li, Hannah P. Rowe, Bridget J. Perry

“…Spearman’s rank order correlation coefficient was used to determine an association between baseline EAT-10 total scores and 12-month malnutrition status, and multiple linear regression to evaluate the predictive ability of the EAT-10. …”
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Long-Term (2015–2024) Daily PM_2.5 Estimation in China by Using XGBoost Combining Empirical Orthogonal Function Decomposition by Jiacheng Jiang, Jiaxin Dong, Yu Ding, Wenjia Ni, Jie Yang, Siwei Li

“…A two-step PM_2.5 estimation model is established based on a machine learning algorithm and a spatio-temporal decomposition method. First, we utilize the machine learning algorithm XGBoost (EXtreme Gradient Boosting) to address gaps in the daily MAIAC (Multi-Angle Implementation of Atmospheric Correction) AOD (Aerosol Optical Depth), with R²/RMSE (coefficient of determination/Root Mean Square Error) of 0.67/0.2678 compared to AERONET (Aerosol Robotic Network) AOD. …”
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Study of running engines inertial and gyroscopic properties influence on the dynamic system engine – pylon – wing structural capabilities by V. V. Ovchinnikov, Yu. V. Petrov

“…In this case, the motor tones damping coefficients increase by an order of magnitude or even more, so the gyroscopic coupling of elastic vibration tones is realized. …”
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INVESTIGATION OF SHRINKAGE DEFORMATIONS OF KERALITE CONCRETE ON CARBONATE SAND by Igor Anatoliyovych Stolevych, Oleksandr Oleksiyovych Posternak, Oleksiy Volodymyrovych Kovtunenko, Svitlana Victorivna Petrash, Nadiia Fanisivna Urazmanova

“…The consistent application of dispersion, correlation and regression analyses of the results of experimental studies allowed to establish the structure of dependence between εsc(∞, tw) and the composition factors W, C, r, to determine the coefficients at the regression terms and the necessary static characteristics. …”
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Comparative analysis of machine learning models for predicting water quality index in Dhaka’s rivers of Bangladesh by Mosaraf Hosan Nishat, Md. Habibur Rahman Bejoy Khan, Tahmeed Ahmed, Syed Nahin Hossain, Amimul Ahsan, M. M. El-Sergany, Md. Shafiquzzaman, Monzur Alam Imteaz, Mohammad T. Alresheedi

“…The ANN model demonstrated superior predictive capability, achieving a Root Mean Squared Error (RMSE) of 2.34, a Mean Absolute Error (MAE) of 1.24, a Nash–Sutcliffe Efficiency (NSE) of 0.97, and a Coefficient of Determination (R2) of 0.97. Furthermore, an Adjusted R 2 value of 0.965 further confirmed its ability to capture complex patterns in water quality data with remarkable accuracy. …”
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Possibilities of multiparametric MRI in the differential diagnosis of histological types of cervical cancer in the preoperative period by E. V. Tarachkova, M. A. Shorikov, V. O. Panov, V. V. Kuznetsov, L. Sh. Usmanova, L. E. Tyurin

“…A number of studies have demonstrated the possibility to determine histological type (squamous cell cancer and adenocarcinoma) and the degree of differentiation of this type of tumor by using the apparent diffusion coefficient maps (ADC-map) compiled on the basis of diffusion-weighted images (DWI) (p <0.05). …”
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Hemoglobin level and common mental disorder among school adolescent girls in Central Ethiopia: Structural Equation Model by Shemsu Kedir, Kalkidan Hassen Abate, Bekri Mohammed, Behre Dari Mosa, Yasin Awol Wabe, Kalid Sherefa Reshid, Legese Petros, Musa Jemal, Beyene Wondafrash Ademe

“…Data were analysed through fitting Structural Equation Model and the maximum likelihood estimation method. Goodness of fit was assessed using the χ2The ‐test statistic, Comparative Fit Index, Root Mean Square Error of Approximation, Standardised Root Mean Square Residual, Non‐Normed Fit Index, Pclose and coefficient of determination (R2). …”
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Synthesis and characterization of hematite nanomaterials imprinted with acetone, ethanol and methanol for AI-Based IoT gas sensor arrays by Rana M. Abdelghani, Abd El-Hady B. Kashyout, Iman Morsi, Taha Elsayed Taha, Naglaa F. Soliman, Walid El-Shafai

“…Regression analysis further demonstrated that the RF-GB model achieved an ideal coefficient of determination (R2 = 1) across all three gases, with RF and RF-GB-NN yielding R2 values of 0.999. …”
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The Prognostic and Functional Impact of Multimorbidity in Systemic Sclerosis by Jessica L. Fairley, Dylan Hansen, Susanna Proudman, Joanne Sahhar, Gene‐Siew Ngian, Diane Apostolopoulos, Jennifer Walker, Lauren V. Host, Wendy Stevens, Mandana Nikpour, Laura Ross

“…Objective Our objective was to define the frequency and impact of multimorbidity in systemic sclerosis (SSc). Method Australian Scleroderma Cohort Study participants meeting American College of Rheumatology/EULAR criteria were included. …”
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Quality of life and subjective well-being comparison between traumatic, nontraumatic chronic spinal cord injury, and healthy individuals in China by Ruba Altahla, Jamal Alshorman, Sayed Zulfiqar Ali-Shah, Mohammad Nasb, Xu Tao

“…Multiple linear regression analysis was applied to identify key determinants influencing World Health Organization Quality of Life (WHOQOL) domain scores and overall SWLS score. …”
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Perceptions of Organizational Politics Scale (POPS) Questionnaire into Turkish: A Validity and Reliability Study by Evrim EROL

“…In the second stage, it was sought evidences for the construct validity of the scale by making exploratory factor analysis (EFA) and then the confirmatory factor analysis (CFA) to the data obtained. In determining the reliability of the scale item-total score correlations and Cronbach alpha coefficient was used. …”
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Evapotranspiração e produtividade da mangueira sob diferentes tratamentos de irrigação Evapotranspiration and mango yield under different irrigation treatments by João H. B. da C. Campos, Vicente de P. R. da Silva, Pedro V. de Azevedo, Cícera J. R. Borges, José M. Soares, Magna S. B. de Moura, Bernardo B. da Silva

“…The evapotranspiration of mango was obtained by the soil water balance method and the production components were also evaluated. …”
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Application of Levi’s Muscle Index in frailty assessment: comparison of bioimpedance measures among older adults by Kworweinski Lafontant, Kworweinski Lafontant, David H. Fukuda, Estefania Zamarripa, Estefania Zamarripa, Abigail L. Tice, Jethro Raphael M. Suarez, Jethro Raphael M. Suarez, Chitra Banarjee, Chitra Banarjee, Dahee Kim, Jeffrey R. Stout, Jeffrey R. Stout, Joon-Hyuk Park, Joon-Hyuk Park, Rui Xie, Rui Xie, Rui Xie, Ladda Thiamwong, Ladda Thiamwong

“…Despite the emerging clinical utility of bioelectrical impedance analysis (BIA) and phase angle (PhA) as a bioimpedance index, little is known about how bioimpedance indices such as Levi’s Muscle Index (LMI), reactance/height (Xc/Height), and resistance/height (R/Height), relate to physical function and frailty.MethodsThis cross-sectional study examined 208 community-dwelling older adults (female, n = 183; age = 74.2 ± 6.9 years; BMI = 30.4 ± 6.4 kg/m2) to compare physical function measures and bioimpedance indices across frailty categories determined by the FRAIL questionnaire. …”
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Variants of storage and perioperative use of autologous blood components by Yu. S. Bocharova, V. A. Sorokovikov, S. N. Bocharov

“…Thereupon the most preferable and. righteous is the method of blood replacement that is based on the principle of normalization of transcapillary exchange taking volemic coefficients of transfused solutions into account. …”
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Deep Learning-Based Cardiac Chamber Segmentation in Magnetic Resonance-Guided Adaptive Radiation Therapy by Xinru Chen, PhD, Yao Ding, PhD, Julius Weng, MD, Carol C. Wu, MD, Yao Zhao, PhD, Angela Sobremonte, BS, Mustefa Mohammedsaid, MS, Zhan Xu, PhD, Xiaodong Zhang, PhD, Joshua S. Niedzielski, PhD, Sanjay S. Shete, PhD, Laurence E. Court, PhD, Zhongxing Liao, MD, Jihong Wang, PhD, Ergys Subashi, PhD, Percy P. Lee, MD, Jinzhong Yang, PhD

“…Three flip angles were tested for each sequence to determine optimal image quality for chamber segmentation. …”
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A Machine Vision Approach for Grain Quality Control During Separation by Serhii Stepanenko, Alvian Kuzmych, Serhii Kharchenko, Boris Andrey, Viktor Dnes, Daryna Volyk, Roman Kalinichenko

“…The developed method for evaluating the quantitative content of fractions in grain material allowed for determining the contamination of grain in the separation processes using the experimentally evaluated relative weight coefficients of the main five fractions for wheat grain materials. …”
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Spectral purification improves monitoring accuracy of the comprehensive growth evaluation index for film-mulched winter wheat by Zhikai Cheng, Xiaobo Gu, Yadan Du, Zhihui Zhou, Wenlong Li, Xiaobo Zheng, Wenjing Cai, Tian Chang

“…The accuracy of remote-sensing inversion of the CGEI based on the ANN model was higher than for the individual agronomic parameters, with a coefficient of determination of 0.75, a root mean square error of 8.40, and a mean absolute value error of 6.53. …”
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The Effectiveness of Teaching Spiritual Concepts Based on Mention and Prayer on Moral Intelligence and Quality of Attachment in Students by سارا آقابابایی, Fateme Hekmatzade

“…The results showed that teaching spiritual concepts with the focus of remembrance and prayer had a significant effect with Impact coefficient 0.65 on moral intelligence and with Impact coefficient 0.79 on the quality of students' attachment. …”
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